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In our increasingly digital world, cybersecurity has become essential for protecting data, systems, and privacy. Cyber threats are growing more sophisticated every day, and having a solid understanding of cybersecurity principles is valuable for developers, IT professionals, and anyone interested in digital safety. One of the most useful tools in the cybersecurity toolkit is Python. Known for its simplicity and versatility, Python has become a favorite among security experts and beginners alike. This article introduces the fundamentals of Python and explains how it can be used in cybersecurity. Whether you are new to programming or just starting to explore cybersecurity, this guide will help you get started on your journey. Python stands out as a programming language in the cybersecurity f…  ( 5 min )

Accessible PDF Tables and Complex Content Tables and complex content elements present unique accessibility challenges in PDF documents. While visual users can quickly scan tables to understand relationships between data, screen reader users rely entirely on proper structural markup to navigate and comprehend tabular information. Similarly, complex content like charts, diagrams, and mathematical equations require special handling to ensure they're accessible to everyone. This comprehensive guide explores techniques for creating accessible tables and complex content in PDF documents, ensuring that all users can effectively understand and navigate your information. Before diving into specific techniques, let's understand why tables present accessibility challenges: The screen reader experie…  ( 9 min )

Abstract: This post provides a comprehensive look at the GNU Free Documentation License 1.1 (GFDL 1.1) by exploring its history, background, core features, applications, challenges, and future outlook. We discuss how the license protects open documentation, fosters community collaboration, and supports dual licensing models while addressing compatibility issues. With practical examples, tables, bullet lists, and technical insights, this article serves as a definitive resource for developers and open source enthusiasts. For an original article summary on this topic, please refer to the Original Article. Open source documentation is as important as open source software. The GNU Free Documentation License 1.1 (GFDL 1.1) stands as a cornerstone in ensuring that documentation remains free, mod…  ( 9 min )

Check out this Pen I made!  ( 2 min )

How an API Works in a 2 min tutorial👨‍🏫📓. CodeWithDhanian ・ May 13 #api #webdev #programming #beginners  ( 2 min )

className in React: HTML Attributes, TypeScript, and Styling Mastery In modern React development, integrating UI styles with precision is key. Whether you're building reusable components or working in strict TypeScript environments, understanding how React handles DOM attributes—especially className—is essential. In this post, we’ll explore the meaning behind: (property) React.HTMLAttributes.className?: string | undefined and walk through how it fits into React’s JSX syntax, TypeScript definitions, and DOM rendering. className in React? In standard HTML, elements are styled using the class attribute: Hello World Hello World Why the difference? Because class is a reserved word in JavaScript, and …  ( 4 min )

Are you still hand-crafting prompts, endlessly tweaking pipelines, and rebuilding your AI workflows whenever a new task or model appears? Welcome to AI that evolves itself. 🔗 Check out EvoAgentX on GitHub 🔥🔥🔥 💥 Whether you're: A researcher building adaptive AI systems A startup exploring multi-agent autonomy A dev who just wants your agents to stop breaking every day... EvoAgentX saves your time, brainpower, and sanity. No more “build → debug → rebuild.” Now it’s “build once → evolve forever.” 🧬 🚀 We're not just building a framework. We're creating a new AI paradigm: ✨ Ready to evolve with us? → github.com/EvoAgentX/EvoAgentX 💡 If you like the vision, don’t forget to Star, Watch, or Fork — and help shape the future of self-evolving AI. EvoAgentX #AI #OpenSource #MultiAgent #AutoML #SelfEvolvingAI #MachineLearning #AIResearch #FutureOfAI #LLM #DevTools #ProductLaunch #GitHub  ( 3 min )

This week I put a lot of work into my site, formant.ca. It's where I share the games, music, and other projects I'm building. I'm doing it all without frameworks. Just plain JavaScript, custom logic, and a goal of keeping things flexible and lightweight. Highlights from the week: Game Modals with Canvas Injection Scroll-Snapped Layout with Hash Routing Click-to-Load Media Embeds Project Modals for the Work Page Responsive by Default I'm just trying to make something that works well and feels like mine. No flashy templates or unnecessary tools. Just one piece at a time. If you're doing your own thing, even in small steps, keep going. It adds up. Https://www.formant.ca indiedev #webdev #javascript #gamedev #portfolio #creativework  ( 3 min )

🔗 Check out EvoAgentX on GitHub 🔥🔥🔥 Feel free to ⭐, Watch, and Fork it on GitHub! https://github.com/EvoAgentX/EvoAgentX Imagine an AI system that doesn’t just run on predefined tasks but evolves on its own—constantly adapting to changes and improving itself, without the need for manual tuning. This is EvoAgentX, a groundbreaking open-source AI framework that self-evolves to optimize itself dynamically in real-time. 🔧 Existing Challenges: 🎯 EvoAgentX’s Solution: Automated Workflow Creation: With EvoAgentX, you simply provide the task description or scenario, and the framework auto-generates the optimal multi-agent workflow. Self-Evolving Intelligence: EvoAgentX integrates cutting-edge self-evolution mechanisms to enable real-time adaptation to environmental and goal shifts, optimizing the system's performance without manual intervention. Endless Possibilities: Whether you’re working on NLP tasks, code generation, or complex reasoning, EvoAgentX is your AI team that learns continuously to improve and evolve. 💡 The Future of AI: 👥 Join our growing community of researchers, developers, and visionaries on a journey to redefine what AI can do. Together, we’ll build the next generation of autonomous, self-evolving AI systems. AI #ArtificialIntelligence #MachineLearning #OpenSource #EvoAgentX #SelfEvolvingAI #Innovation #AIResearch #FutureOfAI  ( 3 min )

Today's progress: HTML completed. NOW moving to CSS Total build 7 projects to practice HTML.  ( 3 min )

Prepared by: Alireza Minagar, MD, MBA, MS As a neurologist-turned-software engineer, I’ve explored how AI models trained on radiological, genomic, and clinical data are transforming the landscape of neurology. Let’s break down: 🧠 Use Case 1: Predicting Multiple Sclerosis Progression Model: LSTM + random forest hybrid Output: 5-year EDSS disability trajectory 🧬 Use Case 2: Genomic Pattern Mining in Alzheimer’s Technique: SNP frequency clustering using unsupervised learning Result: Highlighted APOE4 and potential novel modifiers 📊 Use Case 3: NLP in Neurology Notes Task: Flagging seizure risk factors from text Result: 78% recall, 65% precision on clinical validation Conclusion: Would love to hear from others building ML models in medicine. Let’s collaborate.  ( 3 min )

Abstract This post dives deep into the Expat License—a widely adopted, permissive open source and fair code license. We explore its background, core features, use cases, challenges, and future trends. By comparing it with other well-known licenses such as the MIT License and innovative models like the OCTL, we examine compensation models, dual licensing opportunities, blockchain integration, and developer funding. With structured tables, bullet lists, and clear technical explanations, this post offers a holistic view of open source licensing and sustainability for developers, researchers, and enthusiasts alike. Open source licensing plays a crucial role in empowering modern software development. The Expat License summary is often cited for its simplicity, permissiveness, and fairness. …  ( 7 min )

Artificial Intelligence has evolved from a niche academic discipline into one of the most transformative technological forces of our time. As AI continues to reshape industries and create new opportunities, many students and professionals are drawn to this exciting field. However, AI is not a monolithic discipline—it encompasses numerous specializations, each with its own focus, skill requirements, and career trajectories. In this article, we'll explore the diverse landscape of AI specializations to help you identify which path might align best with your interests, strengths, and career goals. Whether you're a student planning your educational journey or a professional considering a career transition, understanding these distinctions will help you make informed decisions about your future …  ( 16 min )

Java é a linguagem de programação e plataforma de desenvolvimento nº 1. Ela reduz custos, acelera o desenvolvimento, impulsiona a inovação e melhora a performance de aplicações. Por isso, continua sendo a plataforma preferida por empresas e desenvolvedores ao redor do mundo. Presumo que você já tenha o Java instalado em seu computador. Caso contrário, recomendo pesquisar sobre o assunto. Dica: instale o JDK (Java Development Kit). 1. O que são Variáveis? Uma variável é um espaço na memória usado para armazenar dados que podem ser manipulados durante a execução de um programa. Em Java, toda variável possui: Nome: Um identificador único. Tipo: Define o tipo de dado que pode ser armazenado. Valor: O dado propriamente dito. Exemplo de sintaxe: tipo nomeDaVariavel = valor; Exemplo com String…  ( 4 min )

My Journey with RSI A story about my experience with finger pain and how I overcame it. Every situation is different, but I hope this helps or informs you. The first half of the post is a weekly account of the experience and my attempts to fix this bug. The second half is the solution I found and the lessons learned. TLDR: If you want to jump straight to the climax and resolution, skip to The worst week - and the turning point (week 13) Trigger condition: Was walking to work in 7c winter mornings without wearing gloves or a jacket, followed by typing right afterward. At this time, I was writing 29 ESLint rules & accompanying tests (compared to regular coding, this involves more typing and fewer breaks for thinking). Typing for 9-12 hours a day, 7 days a week. In retrospect, I should have s…  ( 12 min )

Let’s break down each type of dependency in package.json in detail: Dependencies ("dependencies") These are the essential packages required for your project to run in production. They are installed automatically when you run npm install or yarn install. Example: If you're building a React application, react and react-dom would be dependencies. Defined like this in package.json: "dependencies": { "react": "^18.0.0", "redux": "^4.1.0" } When you deploy your application, these packages are included. DevDependencies ("devDependencies") These packages are only needed during development (e.g., testing tools, linters, build tools). They won’t be included in the production build. Example: Testing frameworks like jest or bundlers like webpack. Installed with: npm instal…  ( 3 min )

Nos últimos dias venho estudando a linguagem Go e me deparei com um assunto que achei muito interessante: os operadores bit a bit. Como eu ainda não os conhecia bem, resolvi compartilhar o que aprendi com vocês. Além dos operadores de comparação já conhecidos && (E), || (OU), > (Maior que), etc., Golang possui assim como em outras linguagens os operadores bitwise, que são representados pelo símbolos &, |, ^, >>, representação binária final fmt.Println("a> - deslocamento à direita (right shift) Desloca os bits de a para a direita, descartando os bits da direita. // a = 0110 // a = 0110 >> 2 // a = 01 // a = 0001 -> representação binária final fmt.Println("a>>2: ", a>>2) // 1 E aí, gostou? Muito obrigado por ler!  ( 4 min )

Why use pnpm Faster then npm More dist-efficient (uses symlinks and a content-addressable store) Strict by default (prevents dependency hoisting issues) pnpm npm install -g pnpm pnpm init This command creates a package.json file. Add a package: pnpm add Add a dev dependency: pnpm add -D Example: pnpm add react pnpm add -D typescript ts-node In package.json, define scripts like this: { "scripts": { "start": "node main.js", "dev": "vite" } } Then run pnpm start pnpm dev pnpm install (Shortcut: pnpm i) Remove a package pnpm remove Update packages pnpm update List installed packages pnpm list pnpm: pnpm creates a pnpm-lock.yaml instead of package-lock.json. If you're using a monorepo, pnpm handles it differently (via workspaces). You might want to delete node_modules and package-lock.json before switching to avoid conflicts: rm -rf node_modules package-lock.json pnpm install  ( 3 min )

1931. Painting a Grid With Three Different Colors Difficulty: Hard Topics: Dynamic Programming You are given two integers m and n. Consider an m x n grid where each cell is initially white. You can paint each cell red, green, or blue. All cells must be painted. Return the number of ways to color the grid with no two adjacent cells having the same color. Since the answer can be very large, return it modulo 109 + 7. Example 1: Input: m = 1, n = 1 Output: 3 Explanation: The three possible colorings are shown in the image above. Example 2: Input: m = 1, n = 2 Output: 6 Explanation: The six possible colorings are shown in the image above. Example 3: Input: m = 5, n = 5 Output: 580986 Constraints: 1 <= m <= 5 1 <= n <= 1000 Hint: Represent each colored column by a bitmask based on each cell co…  ( 26 min )

I'm not focused on frameworks as much as I am on structure. I think in connections, constraints, rhythms, and failure points. I use React like I use poetry — to shape space. This is probably not what you're used to, but it's why I'm here. Also, I believe bigger areola ratios make for better ergonomic metaphors. Ask me about it.  ( 3 min )

What is CodeQL? CodeQL is GitHub's semantic code analysis engine that lets you discover vulnerabilities in your code before they reach production. It treats code as data, allowing you to query your codebase like a database and find security weaknesses automatically. Detect Real Vulnerabilities: Find SQL injections, XSS, path traversals, and more Enable GitHub Actions in Your Repository First, make sure GitHub Actions is enabled: Navigate to your repository on GitHub Click on the "Settings" tab Select "Actions" from the sidebar Make sure "Allow all actions and reusable workflows" is selected Security Tab. Default option It shows languages that you have in your project and workflows if available too. You can click in edit to remove languages, workflows, select branchs to run and so…  ( 5 min )

Understanding DNS: How Domain Names Become IP Addresses In our previous blog post, we covered domains and their various aspects. Now, let's dive deeper into DNS (Domain Name System) - the backbone of internet navigation. DNS, or Domain Name System, is essentially a translator for the internet. Its primary function is simple yet crucial: it converts human-friendly domain names (like example.com) into machine-readable IP addresses that computers use to identify each other. Without DNS, you'd need to memorize numeric IP addresses instead of easy-to-remember domain names. Before we explore how DNS works, let's clarify two important roles that make the domain system possible: A registry is an organization that manages a specific top-level domain (TLD) For example, Verisign manages the .com an…  ( 8 min )

HTTP HTTP (Hypertext Transfer Protocol) is a protocol used for exchanging data over the web. Loading product lists Fetching user profiles Checking order status RESTful APIs RESTful(Representational State Transfer) is an architectural style for designing web services (APIs). ✔ Resource-based URLs (/users, /products) ✔ Stateless (no client data stored between requests) ✔ JSON/XML responses ✔ Standard HTTP methods Client-Server Architecture : Backend (API) and frontend (UI) should be completely separate. Stateless : Each request must contain all necessary authentication/authorization data. Cacheable : Responses (especially GET requests) should be cacheable. Uniform Interface : Resource access must follow consistent and clear rules. Layered System : The client should never directly access the database. Method Purpose GET Retrieve data POST Create data PUT Full update PATCH Partial update DELETE Remove data Code Range Type Common Codes 1xx Informational 100 Continue 2xx Success 200 OK, 201 Created 3xx Redirection 301 Moved Permanently 4xx Client Error 400 Bad Request, 404 Not Found 5xx Server Error 500 Internal Server Error Authorization: Passes credentials for authentication. Content-Type: Specifies the media type (MIME type) of the request body. Accept: Specifies the media type (MIME type) of the request body. User-Agent: Identifies the client (browser, OS, or app). Response Headers: Content-Type: application/json Access-Control-Allow-Origin(CORS) : Specifies which origins are allowed to access the resource. Instructs the client to store cookies. Set-Cookie: Session management Rate limiting headers: X-RateLimit-Limit X-RateLimit-Remaining Retry-After (on 429)  ( 3 min )

Yaz tatili birçok kişi için dinlenmek ve yeni yerler keşfetmek demek. Peki, ya bir web geliştiricisiyseniz ve tatilde bile aklınızın bir köşesinde sürekli işiniz varsa? Tatilde bile web performansını düşünmek zorunda mısınız? Elbette ki hayır! Fakat web performansının önemini kavrayıp, gerekli önlemleri almak, kullanıcılarınızın memnuniyetini ve sadakatini sağlamak açısından kritik öneme sahip. Kullanıcılar günümüzde web sitelerinden ve uygulamalardan yüksek performans bekliyorlar. Yavaş yüklenen sayfalar, donmalar ve hatalar kullanıcı deneyimini olumsuz etkiler ve kullanıcıların siteden veya uygulamadan hızla ayrılmasına neden olabilir. Bu da işletmeler için potansiyel gelir kayıplarına yol açabilir. Bu nedenle, web performansını iyileştirme, modern web geliştiricileri için hayati bir bec…  ( 5 min )

Acer has introduced its new ProCreator Series monitors, designed for creative professionals who require high-fidelity visuals and colour precision. All models in the range are Calman-verified for accurate, consistent colour performance and come equipped with the brand’s Creator Hub software. The suite includes a flexible Color Space function for switching between sRGB, DCI-P3, or Adobe […] The post Acer Introduces New ProCreator Monitor Line appeared first on Lowyat.NET.  ( 17 min )

Acer, under its Acer Gadget sub-brand, has introduced two new wearables ahead of Computex 2025; both of which are technically the firsts of their kind from the company. The devices in question include the Acer FreeSense Ring, and the Acer AI TransBuds. The Acer FreeSense Ring is designed for everyday health monitoring and is crafted […] The post Acer Gadget Announces FreeSense Ring and AI TransBuds appeared first on Lowyat.NET.  ( 16 min )

HONOR is getting ready to launch a new tablet called the Pad 10, the successor to last year’s mid-range Pad 9. The upcoming device has been officially teased by the company, with speculations of a launch happening some time this month. While the brand has yet to announce a local arrival date, the tablet has […] The post HONOR Pad 10 Gets SIRIM Certification Ahead Of Launch appeared first on Lowyat.NET.  ( 15 min )

In addition to its Predator gaming laptop lineup, Acer also announced its new Aspire AI laptop series ahead of Computex 2025. The lineup comprises both 14-inch and 16-inch models but more importantly, Acer is giving consumers a choice between Intel, AMD, and Qualcomm chips. Some features that are standard across the Aspire AI include up […] The post Acer Announces New Aspire AI Series Laptops appeared first on Lowyat.NET.  ( 16 min )

Hong Kong police arrested 12 people involved in a cross-border money laundering scheme that relied on crypto and over 500 stooge bank accounts to launder HK$118 million ($15 million), local news outlets reported. The syndicate was dismantled on May 15, resulting in the arrest of nine men and three women in mainland China and Hong Kong. The suspects allegedly recruited others to open bank accounts to receive proceeds from fraud cases, which were then converted into crypto at crypto exchange shops to launder the illicit funds, Hong Kong Commercial Daily reported on May 17. The criminal organization rented a residential unit in the Hong Kong neighborhood of Mong Kok to plan and carry out its money laundering activities. Of the $15 million laundered, more than $1.2 million was linked to 58 re…

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Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains parameters and arguments. My post explains positional-only parameters in function. My post explains keyword-only parameters in function. My post explains positional-only parameters and keyword-only parameters together in function. Lambda: is the function which can be stored in a variable and parameter. is an expression. cannot be used with pass. is almost same as a normal function except these above. You can see Lambda Expressions You can use Lambda as shown below: # Equivalent v1 = lambda: 2 # def func(): return 2 v1 = lambda x: x # def func(x): return x v1 = lambda x, y: x+y # def func(x, y): return x+y v1 = lambda x, y=3: x+y # def func(x, y=3): return x+y v1 = lambda x=2, y=3: x+y # def func(x=2, y=3): return x+y v1 = lambda x=2, /, y=3, *, z=4: x+y+z # def func(x=2, /, y=3, *, z=4): # No error # return x+y+z v1 = v2 = lambda: 2 v1, v2 = [lambda: 2, lambda: 3] # No error v1 = lambda: pass v1 = def func() return 2 v1 = func() return 2 # SyntaxError: invalid syntax v1 = lambda: 2 print(v1()) # 2 v1 = lambda x: x print(v1(2)) # 2 print(v1(x=2)) # 2 v1 = lambda x, y: x+y print(v1(2, 3)) # 5 print(v1(2, y=3)) # 5 print(v1(x=2, y=3)) # 5 print(v1(y=3, x=2)) # 5 v1 = lambda x=2, y=3: x+y print(v1(6)) # 9 print(v1(x=6)) # 9 print(v1(y=5)) # 7 print(v1(6, 5)) # 11 print(v1(6, y=5)) # 11 print(v1(x=6, y=5)) # 11 print(v1(y=5, x=6)) # 11 v1 = lambda x=2, /, y=3, *, z=4: x+y+z print(v1(6, 5, z=4)) # 15 print(v1(6, y=5, z=4)) # 15 print(v1(6, z=4, y=5)) # 15 v1 = v2 = lambda: 2 print(v1(), v2()) # 2 2 v1, v2 = [lambda: 2, lambda: 3] print(v1(), v2()) # 2 3 def func(x=lambda: 2): print(x()) func() # 2 func(lambda: 4) # 4 func(x=lambda: 4) # 4  ( 4 min )

A Tabela Verdade é uma ferramenta da lógica que mostra todas as possibilidades de verdade ou falsidade de uma proposição ou conjunto de proposições. Ela é usada para analisar frases com conectivos lógicos, como "e", "ou", "se... então" e "se e somente se", e entender quando uma frase é verdadeira ou falsa com base nas partes que a compõem. Serve para resolver questões de lógica matemática, raciocínio lógico, interpretação de proposições, além de ser super útil em áreas como programação, filosofia, direito e concursos públicos. 👉 Ela é perfeita pra quem quer aprender a pensar com clareza, argumentar melhor e não cair em pegadinhas lógicas. hashtag#tabelaverdade hashtag#lógica hashtag#raciocíniológico hashtag#conectivoslógicos hashtag#educação hashtag#concurso hashtag#matemática hashtag#lógicamatemática hashtag#vestibular hashtag#enem hashtag#provas hashtag#dicasdeestudo hashtag#estudarcomlogica hashtag#estudointeligente hashtag#programação hashtag#linguagemformal hashtag#posteducativo hashtag#carrosseldeestudo hashtag#conteúdoeducacional hashtag#lógicaévida hashtag#estudecomigo hashtag#aprendizado hashtag#explicaçãológica hashtag#matemáticaévida hashtag#conteúdodigital  ( 3 min )

Greetings community, Would you please share any resources to start AI Agents development from scratch? Thanks,  ( 2 min )

Domains are to the internet what names are to humans, making identification simple and intuitive for everyone. Just as we give people names instead of describing their physical characteristics each time we refer to them, domains give websites and online resources readable names instead of complex numerical addresses. When you type 'google.com' instead of having to remember a string of numbers like '172.217.168.238', you're benefiting from the domain name system that makes the internet accessible to everyone. One key difference from human names is that while many people can share the same name in the real world, a single domain can only point to one destination at a time on the internet. However, you can have multiple domains all pointing to the same resource, similar to having several nick…  ( 9 min )

Chapter 1: The Birth of a Visionary (Pre-1994) The early 1990s were a time of tectonic shifts in both politics and technology. The Cold War had just ended, giving way to a wave of globalization. Meanwhile, the internet, once a military and academic curiosity, was on the verge of becoming commercially viable. In 1990, Tim Berners-Lee introduced the World Wide Web, and by 1993, web browsers like Mosaic were making the internet accessible to the average user. Amid this digital dawn, a Wall Street executive named Jeff Bezos was working at D.E. Shaw, a prestigious hedge fund. Bezos, a Princeton graduate with a background in computer science and electrical engineering, came across a stat that changed everything: internet usage was growing at 2,300% per year. Bezos immediately recognized the co…  ( 6 min )

Hello Dev.to community! 👋 I’m excited to share my journey as a developer and how I managed to improve my coding skills significantly by focusing on building small practical projects. Here are some tips that worked for me: Start small: Don’t try to build complex apps from day one. Begin with simple projects like a to-do list or a calculator. Practice regularly: Dedicate at least 30 minutes every day to coding. Learn from mistakes: Don’t be afraid to break your code. Debugging is a great way to learn. Use online resources: Platforms like freeCodeCamp, MDN, and Stack Overflow are fantastic. Share your code: Use GitHub or Dev.to to share your projects. Getting feedback helps you improve. If you’re starting your coding journey or looking for motivation, keep pushing forward — consistency is key! Feel free to follow me for more coding tips and project ideas. Let’s grow together! 🚀  ( 3 min )

🚀 Introduction In this guide, I’ll walk you through how I used Docker Desktop, the MCP Toolkit extension, and Claude Desktop to connect to GitHub and automate tasks like: Creating a repository Adding multiple branches Opening a pull request — all via simple prompts to Claude We’ll set up everything step-by-step so you can follow this like a playbook and get the same results. Before we begin, make sure you have the following installed: Docker Desktop Claude Desktop A GitHub Personal Access Token (PAT) with repo and user access Internet connectivity Launch Docker Desktop Click on the "Add Extensions" tab Search for “MCP Toolkit” Click Install Wait until installation is complete and launch the extension Inside MCP Toolkit, Search for GitHub under MCP Servers and select the official MCP…  ( 4 min )

So you’ve heard the buzz about Arbitrum… Let’s walk you through your first smart contract on Arbitrum — step by step. We’ll build a simple “On-chain Guestbook”. Solidity – Smart contract language Hardhat – Framework for writing solidity MetaMask – Your wallet for signing transactions Arbitrum Sepolia Testnet – So you can deploy for free TailwindCSS + JS – For the frontend (covered in next post) 1. Open MetaMask 2. Select the network dropdown 3. Scroll down and activate testnets, choose sepolia Fund your testnet Go to Google Cloud Web3 to fund your account 1. Open Hardhat and install the hardhat package(Hardhat is a framework that helps you write smart contract) 2. Smart Contract 3. Getting your RPC and Private Key Infura to get your RPC link(this is a gateway for web3 application to connect to the blockchain node). You need your Private Key: Open your Metamask Select the dropdown icon on your right Select Account Details Click on Show Private Key It will request for your password You click on the button to reveal your private key 4. Config your Hardhat Config npm install dotenv 5. Write your deployment Code ✅ How to configure MetaMask for Arbitrum ✅ How to write and deploy a Solidity contract ✅ How to store and read data on-chain ✅ How easy it is to build on Arbitrum  ( 4 min )

In Go, the Option pattern (also known as the configuration pattern or constructor pattern) is a commonly used design pattern, primarily for handling function parameters, especially when a function has many optional parameters. By using the Option pattern, we can pass and configure function parameters in a flexible and extensible way, avoiding the maintenance challenges and complexity of traditional methods with too many parameters. Let’s take a look at how the Option pattern is used in Go, analyze its implementation principles, and help you better understand how to apply this pattern in real-world projects. When constructing complex objects in Go, we often encounter the following pain points: // Example problem: Parameter explosion and difficult maintenance func NewServer(addr string, port…  ( 6 min )

Predictability, Pre-Recorded Reality, and AI Evolution: From Dilbert to LivinGrimoire Are We Just Predictable Scripts? The Dilbert Dilemma In an episode of Dilbert, the protagonist unwittingly has a conversation—not with his mother, but with a recording of her usual responses. She had pre-recorded their exchanges because Dilbert was so predictable, his side of the conversation could be anticipated without her present. Even when Dilbert realized he was talking to a recording, it kept responding accurately to him, as though their conversation were still fluid and natural. This presents a stunning thought experiment: how could Dilbert prove he was talking to a recording? What test could he run to confirm whether the responses were truly dynamic or just well-constructed predictions? …  ( 5 min )

If you're tired of slow or clunky annotation tools, I built Vision AI Label Studio, a free and open-source labeling tool for computer vision datasets. 🔧 Features: 🎨 Draw bounding boxes, polygons, freehand tools ⚡ AI Auto-Labeling with YOLOv8 🖥️ Desktop + Web apps 🌓 Light/Dark mode 🗃️ Exports: COCO, YOLO, VOC, Simple JSON 📴 Works 100% offline, built with React + Dexie.js This tool is ideal for AI developers, researchers, and data labeling workflows. https://github.com/vailabel/vailabel-studio Would love feedback, contributions, and stars 🌟!  ( 3 min )

🌍 A Bit of History — Where HTTP Came From Back in 1989, Tim Berners-Lee invented the World Wide Web (WWW). But it wasn’t just websites — it was a system of protocols, and one of them was HTTP: the HyperText Transfer Protocol. HTTP was designed as a simple way to send hypertext (HTML) documents between computers. This allowed the user to experience a more dynamic and interactive way to access information. Since then, HTTP has evolved (currently at HTTP/3), but its core idea hasn’t changed: "Let the client ask, and let the server answer." That basic principle powers nearly every web app today. Without HTTP, the internet would not look, feel, or behave as it does. 📸 Request vs response: When your browser opens a website, it sends an HTTP request. The server replies with an HTTP respo…  ( 4 min )

A Quick Guide to Getting LinkedIn OAuth Working Correctly LinkedIn authentication is a powerful feature to add to your Next.js application using NextAuth.js, but the default configuration can often lead to issues — especially when trying to fetch user details like email, name, and profile picture. In this article, I’ll walk you through how I solved this issue by customizing the LinkedIn provider configuration in NextAuth.js. Using the default LinkedInProvider setup from next-auth/providers/linkedin may not always return complete user information such as email or profile picture. import LinkedInProvider from "next-auth/providers/linkedin"; providers: [ LinkedInProvider({ clientId: process.env.LINKEDIN_CLIENT_ID, clientSecret: process.env.LINKEDIN_CLIENT_SECRET, }) ] This …  ( 4 min )

Enhance Security and Reduce Scraping Risks by Refactoring Object Identifiers TL;DR: Replace sequential IDs in your models with UUIDs to prevent IDOR vulnerabilities and discourage scraping. IDOR Vulnerability Predictable URLs Data and Screen Scraping Risk Tight Coupling to accidental Database Identifiers Exposure of Internal Structure Code Smell 120 - Sequential IDs Maxi Contieri ・ Mar 10 '22 Code Smell 160 - Invalid Id = 9999 Maxi Contieri ・ Aug 30 '22 Code Smell 01 - Anemic Models Maxi Contieri ・ Oct 20 '20 #codenewbie #oop #beginners #computerscience Code Smell 143 - Data Clumps Maxi Contieri ・ Jun 22 '22 #webdev #javascript #beginners #programming Identify all public uses of sequential IDs in APIs, URLs, or UI elements Gener…  ( 7 min )

Supabase Auth already has an Auth Users table. The image might be blurry. If you visit the project in your Supabase Account, you can check your Auth table of the project. If you wanted to add additional data to your a User table, it's likely you've wondered 🤔 Should you create your own, separate profiles (or users) table in Supabase and link it with the Supabase Auth Users table? OR Should you extend the existing Supabase Auth Users table? Supabase’s recommended pattern is to create a separate profiles (or users) table in the public schema rather than altering the built-in auth.users table. The auth.users table (in the auth schema) is managed internally and isn’t exposed via the auto-generated API. Supabase maintainers explicitly advise “It is not recommended to modify the schema…  ( 4 min )

If you're using Rancher Desktop and ran into this error when running supabase start: supabase_vector_project container is not ready: unhealthy You're not alone — and here's what likely caused it (and how to fix it): Supabase CLI uses Docker under the hood, and it expects to communicate with the Docker Engine via a well-behaved socket or TCP endpoint. Rancher Desktop (especially with containerd or non-default networking setups) can cause issues with: Port forwarding DNS resolution Health checks (like with the vector container) This often results in the vector container going into an unhealthy state, crashing the entire setup. I recommend switching to Docker Desktop if you're planning to use Supabase CLI locally. On Docker Desktop: Supabase CLI is better supported and more stable If needed, enable: "Expose daemon on tcp://localhost:2375 without TLS" (from Docker Desktop settings → General) This change instantly fixed the issue for me. Hope this saves someone hours of debugging. Feel free to comment if you've found a better way!  ( 3 min )

Just because AI tokens are cheap today doesn’t mean they’ll stay that way. When cloud adoption peaked around 2015, everyone migrated to “save money.” But many teams didn’t fully understand their on-prem costs, nor did they have a realistic plan for managing spend once they migrated. It’s as though we forgot about all our best practices. In 2015, cloud spend was projected to grow from $49B to $67B by 2018. In 2023? It hit $563.6 billion, with $678.8 billion forecasted for 2024 Alongside that growth came tool sprawl, security risk, and unexpected costs. Sound familiar? AI token usage is on a similar path only this time, the underlying mechanics are even more opaque. Let’s demystify it. A “token” is just a chunk of text (words, punctuation, etc.) that an AI model processes. But the cost and i…  ( 5 min )

In May Robonine completed a first variation of the full robot design. We want to show, step by step, what we started from and what we finally achieved. A 3D design concept needs to be created with consideration for the technical specifications of the structure. The model should be showcased in an environment – indoors, controlled by a person using a VR Oculus Quest 3. Source files must be provided. Initial concept. Design provided by our engineer Matte black color. Alternative color schemes may be considered: white, yellow. Frame dimensions: 350 mm to 400 mm × (1300 mm to 1400 mm, including wheel height). Operating format similar to a Segway. The view of the upper П-shaped frame from the front and back should be identical. A depth camera and LiDAR should be installed on the upper frame. L…  ( 4 min )

Hey there, fellow developer! 👋 Let’s talk about the worst part of shipping code: that nail-biting moment when you hit “deploy” and pray your users don’t notice the dreaded 404s, broken sessions, or worse—outright downtime. What if I told you there’s a way to deploy updates so smoothly that your users won’t even blink? Enter Blue-Green Deployments—the CI/CD superhero that lets you ship code with zero downtime, zero stress, and easy rollbacks. Let’s break it down! What’s a Blue-Green Deployment? (Spoiler: It’s Not About Colors) Imagine two identical environments: Blue: Your current production environment (live traffic). Green: The shiny new version you’re about to deploy. Here’s how it works: Deploy to Green: Spin up the new version alongside Blue. Test Thoroughly: Validate…  ( 4 min )

The first time I encountered state management in Vue, I was overwhelmed. I was building a simple dashboard application that had grown from a weekend project into something much more complex. Components were passing props six levels deep, and emitting events that would get lost in the hierarchy. I remember thinking, "There has to be a better way." That's when I discovered Vuex. It felt like finding an oasis in the desert. But as time passed and my projects grew more complex, I started to feel the pain points. The boilerplate code, the mutations that seemed redundant, the TypeScript support that always felt a bit bolted on rather than built-in. Then came Pinia, and it was like a breath of fresh air. In this article, I want to share my journey with Pinia, how it transformed my approach to sta…  ( 15 min )

First let me say that the reason I’m writing this is because I’ve read many posts of people struggling with the current job market, and I feel you. I just went through what you’re going through and I want to help you. I’m not preaching from an ivory tower and I’m not a guru selling you a service. I applied for 500+ on LinkedIn and some other boards only to get the same automated rejection message over and over again. Step 1 — Leave your ego behind, understand these were not actual people that misjudged you, and that it’s not a measure of your worth. If you know you’re good, you can’t let some bot email bring you down in any way. That’s what 90% of these are, bot emails from automated rejections, many of them “powered by AI” that just checks some flags against some specifications. And if y…  ( 5 min )

What Is UFO Code? — Not voodoo, not legacy, not magic. The true nature of the Unidentifiable Functioning Object — 1. Introduction: Why We Need This Word Every developer has seen it: “I don’t know what this code does, but if I delete it, things break.” “Nobody knows who wrote it. But it’s working, somehow.” No comments. No documentation. Even version control can’t explain it. And yet, if you remove it, your app stops behaving correctly. Until now, we didn’t have a word for this. → So let’s call it: UFO Code — Unidentifiable Functioning Object. UFO Code (Unidentifiable Functioning Object) - Functionally required, but its purpose is unclear - Lacks defined responsibility or logical context - Has no meaningful comments or documentation - Deleting it causes problems,…  ( 4 min )

Table Of Content Introduction Why Fail2Ban? Step 1: Installing Fail2Ban Step 2: Configuring Fail2Ban Step 3: Testing Your Setup Step 4: Protecting Other Services Step 5: Monitoring and Fine Tuning Summary Brute force attacks are like a thief trying every key on a ring to unlock your server. They’re relentless, automated, and can overwhelm your system if left unchecked. Enter Fail2Ban, a lightweight, open-source tool that acts like a vigilant security guard, banning malicious IPs after too many failed login attempts. In this article, we’ll walk through how to set up Fail2Ban to protect your server, with practical examples and tips to keep things engaging. Let’s lock down your server! 🔒 Imagine this: your SSH server logs show hundreds of login attempts from a single IP in minutes. Witho…  ( 6 min )

As AI systems move toward agentic architectures and autonomous collaboration, the demand for context-aware inference in decentralized settings is growing. But today, deploying and governing Model Context Protocol (MCP) servers across EVM networks is still too fragile, insecure, and manual. ContextumAI provides a decentralized, cryptographically verifiable platform to securely deploy and manage MCP servers with on-chain permissioning and tokenized governance. This post goes deep into the architecture, tooling, and smart contract mechanics of Contextum. Model Context Protocol (MCP) servers are designed to serve real-time contextual data to AI agents—embeddings, metadata, model prompts, inference state—across trustless environments. However, current approaches have critical flaws: MCP server …  ( 5 min )

Abstract This post provides a deep dive into the Cube License, an innovative licensing model designed to balance legal rigor with developer fairness. We explore its history, core concepts, practical applications, challenges in adoption, and future trends. In doing so, we compare it with traditional open source licenses like the MIT License and GNU GPL v3. We also highlight its relevance in the evolving landscape of open source projects, the role of dual licensing, and its impact on community-driven software development. The world of open source software is evolving rapidly, and licensing models must keep pace. The Cube License is a modern approach that addresses sustainability concerns while ensuring developers receive fair compensation for their contributions. This post examines the Cub…  ( 9 min )

Will Ai replace programmers" by AI The idea that "AI will replace programmers" is a hot (and often exaggerated) debate. Here’s my take: AI Won’t Replace Programmers—But It Will Change the Job. -AI is a tool, not a replacement. Just like calculators didn’t replace mathematicians, AI (like GitHub Copilot, ChatGPT, or Devin) will automate parts of coding (boilerplate, debugging, docs) but can’t: 1 Understand complex business needs or ambiguous human requirements. 2 Design creative architectures or novel solutions. 3 Make ethical/critical decisions (e.g., privacy, security, trade-offs). Programming is more than writing code. It’s problem-solving, collaboration, and adapting to chaos—things AI struggles with. The “Junior Dev” Role Might Shrink AI can already: Generate simple code snippets. Fix common bugs. Answer Stack Overflow-style questions. Entry-level tasks may get automated, forcing new programmers to upskill faster (e.g., focus on system design, domain expertise). Future Programmers Will Look Different Shift from “writing code” to “orchestrating AI.” Example prompts: “Design a scalable API for X, optimize for cost, and explain trade-offs.” More emphasis on: Soft skills (stakeholder communication, UX empathy). Domain knowledge (healthcare, finance, etc.). AI-augmented workflows (prompt engineering, validation). Historical Parallels Fear: “High-level languages will kill coding!” → Instead, demand exploded. Fear: “No-code tools will replace devs!” → They just enabled non-devs. AI will likely create new roles we can’t yet imagine. Bottom Line Worst-case: Low-end coding jobs decline; programmers need to adapt. Best-case: AI removes grunt work, letting devs focus on harder, more meaningful problems. My advice: Learn to leverage AI, but double down on uniquely human skills (creativity, critical thinking, leadership). What’s your take? Excited or  ( 3 min )

Enable or Disable console.log Globally in JavaScript Sometimes, during development or debugging, you need to quickly enable or disable logging globally across your entire JavaScript application. Here's a straightforward approach to achieve this. console.log Before we override the console.log function, it's crucial to keep a reference to the original function. let original_console_log = console.log; This ensures you can restore the original functionality anytime you want. Next, create a function that can toggle logging on and off by replacing console.log. let logging_enabled = true; function set_logging(enabled) { logging_enabled = enabled; console.log = enabled ? original_console_log : function () {}; } Here's what's happening: When enabled is true, console.log points back t…  ( 4 min )

The Problem We All Face ⏰ Your user in Tokyo picks 2 PM → New York sees 1 AM 💀 📅 Calendar exports show wrong times 🌍 DST changes break everything Here’s how I built a converter that handles all this – and how you can clone it. Step 1: Steal My Base Code git clone https://github.com/codewithmikee/laravel-timezone-handler Why start from scratch? This includes: Pre-built service class Working demo UI Passing tests (mostly 😉) Step 2: The Magic Methods Convert Anywhere → UTC // Static call (no user context) $utcTime = UserTimeZoneHandler::toUtc( '2023-01-01 14:00', 'Asia/Tokyo' ); User-Friendly Instance Mode // In controller $handler = new UserTimeZoneHandler($user->timezone); // All conversions use the user’s zone $localTime = $handler->toUserTimeZone($event->start_time); Step 3: Avoid My Carbon Mistake I wasted hours on this failed test: public function testGoogleFormatting() { $time = Carbon::parse(...); // Fails! } Why? Laravel extends Carbon. Always use: use Illuminate\Support\Carbon; // Not Carbon\Carbon! Step 4: Add Your Secret Sauce New Calendar Provider? // Add to formatForProvider() 'zoom' => $utcTime->format('Ymd\THis\Z') Custom Time Ranges $converted = UserTimeZoneHandler::convertTimeRanges( $businessHours, 'America/Chicago', 'Europe/Paris' ); Step 5: Launch Your Demo php artisan serve Visit http://localhost:8000/timezone-converter to see: Why This Works ✅ Handles 597 timezones (including weird ones like Australia/Lord_Howe) ✅ Tests cover DST/edge cases ✅ No hidden dependencies Clone & Customize: github.com/codewithmikee/laravel-timezone-handler  ( 3 min )

Abstract: This post offers a comprehensive exploration of the CUA Office Public License 1.0, an innovative open source and fair code license that balances software freedom with fair developer compensation. We review its history, core features, applications, challenges, and future innovations. Along the way, we compare it to other popular licenses and discuss its role in mitigating exploitation while promoting sustainability. Key industry links and expert insights are included for further reading. In today’s open source ecosystem, proper licensing is essential—not only for ensuring free access to software code but also for providing fair compensation to developers. The CUA Office Public License 1.0 Summary has emerged as a pivotal document that outlines a balanced model of permissions and …  ( 8 min )

A post by clmey  ( 2 min )

Firebase Authentication in React: A Simple Step-by-Step Guide What We'll Build bash bash javascript const firebaseConfig = { // Initialize Firebase function Signup() { async function handleSubmit(e) { if (password !== confirmPassword) { return setError('Passwords do not match'); } try { setError(''); setLoading(true); await createUserWithEmailAndPassword(auth, email, password); navigate('/'); } catch (error) { setError('Failed to create an account: ' + error.message); } setLoading(false); } return ( Sign Up export default Signup; function Login() { async function handleSubmit(e) { try { setError(''); setLoading(true); await signInWithEmailAndPassword(auth, email, password); navigate('/'); } catch (error) { setError('Failed to log in: ' + error.message); } setLoading(false); } return ( Log In export default Login; function Home() { useEffect(() => { return () => unsubscribe(); }, [navigate]); async function handleLogout() { if (!currentUser) return Loading...; return ( Welcome to Your Dashboard! You are logged in as: {currentUser.email} export default Home; javascript function AuthCheck({ children }) { useEffect(() => { return () => unsubscribe(); }, []); if (isLoading) { Loading...; if (!isAuthenticated) { return children; export default AuthCheck; javascript function App() { export default App; css { box-sizing: border-box; margin: 0; padding: 0; } body { .app-container { .signup-container, h2 { .form-group { label { input { .submit-button, .submit-button:hover, .submit-button:disabled { .error-message { .login-link, .home-container p { bash http://localhost:3000. Testing the Flow Sign-up flow: Authentication Errors Add password reset functionality This implementation uses a straightforward approach without the Context API, making it easier to understand and maintain. You can build upon this foundation to create more complex applications with user authentication. Happy coding!  ( 7 min )

Advanced Use Cases for Proxy in Data Validation Introduction to Proxy Introduced in ECMAScript 2015 (ES6), the Proxy object allows you to create a wrapper for another object, enabling you to define custom behavior for fundamental operations (like property lookup, assignment, enumeration, function invocation, etc.). This allows for considerable flexibility in handling objects. As applications grow in complexity, the need for robust validation strategies becomes vital—especially when dealing with data from various sources such as APIs, user input, or databases. While Proxy is often showcased with simple examples of intercepting property access, its true potential lies in advanced use cases such as data validation. Prior to Proxy, JavaScript relied on direct methods (such as co…  ( 6 min )

As we navigate through 2025, a significant paradigm shift is occurring in the AI landscape. While much attention has been focused on increasingly massive language models with hundreds of billions of parameters, a countercurrent has emerged: Small Language Models (SLMs). These lightweight yet powerful models are gaining tremendous traction among developers, enterprises, and researchers for their efficiency, practicality, and accessibility. SLMs, typically defined as models with fewer than 10 billion parameters (and often less than 1 billion), are proving that bigger isn't always better when it comes to solving real-world problems. Their rise represents a maturing of the AI field, moving from raw capability demonstrations toward optimized, targeted solutions. Small Language Models offer comp…  ( 7 min )

Abstract: This blog post provides a comprehensive exploration of the Cooperative Patent License 1.0. It delves into its origins, core features, and practical applications within the open source ecosystem. We cover background context, key concepts, primary benefits, challenges, and future outlook for fair code licenses. In doing so, we highlight how this license fosters fairness in software development and protects contributors from exploitation while maintaining innovation. Read the original summary here. The Cooperative Patent License 1.0 is one of the innovative legal frameworks that aim to balance the interests of developers and enterprises. In the modern world of open source software and fair code licensing, addressing the pitfalls of traditional patent regimes is critical. This post …  ( 8 min )

Let me paint you a picture. You're sitting at your terminal. You know you downloaded that important file somewhere. Maybe in Downloads. Or Documents. Or... was it in the mysterious /tmp? You try clicking around, but there’s no clicky. Just blinking text. Panic sets in. But wait — you have a superpower now. It’s called the command line, and today, we’re wielding four little heroes who will help you find what’s missing, peek inside files, and count like a digital mathematician. Meet the Squad find: The Detective head: The Chiller tail: The Gossip wc: The Bean Counter Try This: Your Mini Linux Mission Why This Stuff Matters find is like the Sherlock Holmes of the Linux terminal. You give it a clue — a filename, a directory, maybe a wildcard — and it scours your system like a caffeine-powere…  ( 4 min )

Em um cenário onde a agilidade deixou de ser diferencial para se tornar pré-requisito, ainda existem empresas que tratam infraestrutura como um custo fixo, estático, centralizado — e, muitas vezes, emocionalmente preso à stack de um único fornecedor. Essa escolha, além de técnica, é cultural. E, quase sempre, onerosa. Infrastructure as Code (IaC) não é sobre versionar configurações. A pergunta não é mais “por que usar IaC?” Quantas decisões financeiras, técnicas e operacionais sua empresa está deixando de tomar por não conseguir abstrair a própria infraestrutura? Porque enquanto sua equipe debate qual cloud é "melhor", a concorrência já está rodando workloads em múltiplos provedores, otimizando custo e latência em tempo real. Uma infraestrutura agnóstica não é luxo. É alavanca. Funções específicas com melhor suporte em outro ambiente? Roda lá. Região mais próxima do usuário? Você escolhe. Não é a cloud que decide. Quem domina a infraestrutura como código, domina o custo, o risco e a mudança. O problema não é a nuvem. Sem IaC, sua empresa não tem flexibilidade. Otimização não é uma planilha. É arquitetura. IaC não é sobre “como rodar melhor”. A infraestrutura deixou de ser suporte. E quem ainda não entendeu isso, vai continuar pagando caro por aquilo que deveria estar controlando.  ( 4 min )

Junior-Level Vue Questions What are the main features of Vue.js? Explain the concept of reactivity in Vue. What is the role of the Vue instance? What are directives in Vue? What is a Vue component? What is the Vue lifecycle? What is the difference between computed properties and methods? What is Vue CLI? What is the virtual DOM in Vue? 🔹 Mid-Level Vue Questions How does two-way binding work in Vue? What are watchers in Vue? How do you handle events between components? What are mixins in Vue? What is Vuex and why is it used? What are slots in Vue? What is the difference between v-show and v-if? What are dynamic components in Vue? What are the advantages of Vue over other frameworks like Angular or React? What is Nuxt.js? What problems does Nuxt solve? What are the benefits of using Nuxt.js? What is the difference between Vue and Nuxt? What is the purpose of the pages directory in Nuxt? What is the asyncData function used for? What are Nuxt modules? What is server-side rendering (SSR) in Nuxt? What is the nuxt.config.js file? What is static site generation (SSG) in Nuxt? 🔹 Mid-Level Nuxt Questions What is the purpose of the store directory in Nuxt? How does Nuxt handle routing? What is the head() method in Nuxt? What is the difference between asyncData and fetch in Nuxt? What is the layout system in Nuxt? What is the difference between universal and spa mode in Nuxt? What is the use of the plugins directory in Nuxt? How do you deploy a Nuxt app to production? What are some common performance optimizations in Nuxt? Question And Answer  ( 6 min )

Abstract: In this post, we explore the Computer Associates Trusted Open Source License 1.1 (CATOSL 1.1) as a modern solution to balance open source freedom with fair developer compensation. We walk through its origins, core concepts, applications, challenges, and future outlook. By comparing CATOSL 1.1 with other licenses – such as the MIT License and GNU GPL – we highlight its unique approach in embracing fair code licensing while supporting dual licensing and sustainable funding models. This analysis also incorporates insights from related resources like License Token and reputable discussions found on Hacker News and Stack Overflow, making it a comprehensive guide for developers, legal experts, and project managers alike. The open source ecosystem has long championed freedom, transpare…  ( 9 min )

In Part 1 of this series, I explored how Docker Compose Watch helped accelerate development when working with Python-based AI apps. In this second part, I dive into Docker Model Runner – a powerful new feature that lets developers run large language models (LLMs) locally using OpenAI-compatible APIs, all powered by Docker. But getting it to work wasn't as plug-and-play as I had hoped. So this tutorial is both a how-to and a real-world troubleshooting log for anyone trying to follow the same path. Docker Model Runner is a beta feature (from Docker Desktop 4.40+) that allows you to: Pull open-source LLMs from Docker Hub or Hugging Face Run them locally on your machine Interact with them via OpenAI-compatible endpoints It removes the need to use separate tools like Ollama or Hugging Face Tran…  ( 4 min )

Hello everyone. Recentry, I have played "Legends of Zelda Tears of Kingdom". This video game is amazing. Especially, Changing scenery is great!! Beautiful sunset, sunrise ... these are very impressinve. But, Collecting "Zonaite" is bit tired. I don't like underground world in this game. So, I may more like "Legends of Zelda Breath of the Wild" than it. If you know place of local procurement for 3 "Fan" and "Steering Stick", please let me know. This blog post is introduce my favorite recent AWS Topics. Especially, Strands Agents released is very attention! Collection period: 2025/05/12 Mon ~ 2025/05/17 Sat Introducing Strands Agents, an Open Source AI Agents SDK Strands Agents, an open-source SDK for building AI agents, has been released. Key points include: It uses a model-driven approac…  ( 5 min )

When you want full control over your C++ project without fighting with CMake boilerplate or inconsistent dependency setups, meet Zyn — a powerful tool designed for modern C++ workflows with Git-level dependency tracking, semantic versioning, and a clean project structure. 🔧 Quick Start zyn new my_project Add dependencies directly from Git: zyn install https://github.com/fmtlib/fmt.git@9.1.0 Run it fast, run it clean: zyn run --release 🧠 Why Zyn? Git-based dependencies with version locking Semantic versioning support Clean project layout with predictable src/, include/, and .zyn/ folders C++ standards support out of the box Automatic compiler flag generation 🛠️ Commands zyn new Create a new project zyn install Install dependency from Git zyn add Add a local dependency zyn run [--debug/--release] Run app zyn update Update all dependencies zyn clean Wipe build artifacts 🗂 Project Structure project/ 🔩 Configuration Example [directories] [dependencies] https://github.com/fmtlib/fmt.git", tag = "9.1.0" } [libraries] 🔁 Dependency Management [dependencies] Or use a local path: [dependencies] Zyn will lock versions, build automatically, and ensure reproducibility. ✅ Best Practices Always commit zyn.toml and .zyn/lock/ Use tagged releases instead of branches Run zyn update regularly to keep deps fresh Prefer minimal, focused dependencies — Zyn makes it easy 🧨 Conclusion Forget clutter. Zyn — When Control Begins.  ( 4 min )

There are a lot of design patterns, techniques, and ideas around us—both online and offline. An architect can always look towards them for inspiration. But it is very important to ignore the noise. In this series of articles, we will follow the book Righting Software by Juval Löwy, which refers to the entire concept of project and system design as "The Method". We will also refer to this idea as The Method throughout the series. By system design, we mean the design of the architecture, not the detailed design—which deals with how classes, interfaces, and contracts should be built within a component. Detailed design can be discussed in another series. There is a common misconception that a good architect needs decades of experience building systems to know what the right design decisions ar…  ( 5 min )

Over my 15+ years in web development, I've witnessed frameworks rise and fall, from jQuery to Angular, from Redux to React Query, and now to Remix.js. As we approach mid-2025, Remix.js has evolved into a powerful framework for creating fast, scalable, and SEO-friendly blogs. But here's the problem: most developers are missing out on Remix's most powerful capabilities, especially when building markdown blogs. In this article, I'll share battle-tested architectural patterns and techniques that you won't find in the official documentation or typical tutorials. These insights come from years of experience with various JavaScript frameworks and numerous production applications. If you're like most developers, you probably think of Remix as "just another Next.js competitor." This misconception p…  ( 9 min )

Nova-click lets you control your browser with plain text commands. It's built with Amazon Nova (via Amazon Bedrock) and Playwright. Check it out on GitHub: nova-click. Aspect Key Takeaway What can it do? Convert plain text commands into browser actions. Dependencies? Only boto3 and Playwright required. Model? Amazon Nova (via Amazon Bedrock) Where to try? See the source on GitHub: https://github.com/Naoki0513/nova-click Who is it for? Ideal for developers and researchers interested in browser automation. Prompt: "Search for the most popular waterproof Bluetooth speaker under $50 on Amazon and add it to the cart. View the high-quality version here. # 1. Clone the repository git clone https://github.com/Naoki0513/nova-click.git cd nova-click # 2. Install dependencies pip…  ( 4 min )

Scenario Many people want to improve their English speaking reflexes simply to communicate effectively at work, not to master academic grammar or pass expensive language exams. Traditional language courses or private tutors can be costly and time-consuming, creating a barrier for those who just need practical, job-related English skills. AI-powered tools offer a more affordable and flexible alternative, allowing learners to practice real-life conversations anytime, receive instant feedback, and build confidence in speaking. This makes AI a smart choice for professionals who want fast, accessible, and focused language support. In this blog, we’ll show you how to build your own AI-powered English tutor—designed specifically for everyday professionals who just want to speak up and be heard.…  ( 4 min )

Streamlining UI Coding from Figma with Cursor & MCP Server Noah ・ May 17 #react #nextjs #vibecoding #frontend  ( 2 min )

When you’re building an app in ASP.NET Core, it’s easy to fall into the trap of just writing code that “works.” Especially when deadlines are tight. But if you’ve ever looked back at your project and thought, “Ugh, this is a mess,” then you know why architecture matters. Think of software architecture like the blueprint for a house. You wouldn’t build a house without planning where the walls, plumbing, and electrical systems go — same goes for your code. Here’s a common scenario I see all the time: Code Rot — where the codebase gets harder and harder to work with over time. The God Controller [HttpPost] public async Task Create([FromBody] OrderDto dto) { var order = new Order { CustomerId = dto.CustomerId, Total = dto.Total, CreatedAt = DateTime.UtcNow }; _context.Orders.Add(order); await _context.SaveChangesAsync(); return Ok(order.Id); } Looks simple enough, right? But think about what happens when you need: Good architecture gives you practical benefits: Yes, .NET is powerful. Yes, EF Core makes it easy to get started quickly. But most tutorials and templates push you toward patterns like: In this series, we’ll walk through real architectural patterns used in modern .NET applications — not just theory, but examples you can actually use in your next project. • Part 2: Layered Architecture – Classic, simple, and still useful. You don’t have to be at a huge company or working on a massive enterprise system to care about architecture. Even a small app can benefit from a bit of structure. If you're tired of messy codebases, hard-to-test logic, or struggling to add features without breaking things, this series is for you. Stick around — we'll turn those spaghetti controllers and thin services into something maintainable, scalable, and enjoyable to work with.  ( 5 min )

Originally published on Medium. Sharing what actually works (and what doesn’t) when using ChatGPT to plan real-world frontend features. When I start building a new feature, my biggest challenge isn’t the code — it’s deciding where to start. I used to open my editor with a vague idea like: “Build login page.” Ten minutes later, I’d have five tabs open, three half-written files, and no direction. Then I started using ChatGPT — not as a boss, but as a planning partner. Here’s how I use it to move faster without getting lost, and also where it sometimes fails. Instead of: “Build dashboard,” I ask: “Break down steps to build a responsive dashboard in Next.js.” It usually gives me: Set up layout Add sidebar, header Fetch data from backend Render UI components Handle empty/loading/error…  ( 4 min )

Hello AI Enthusiasts! Welcome to the Nineteenth edition of "This Week in AI Engineering"! This week, Meta introduced AssetGen 2.0, marking a big step in AI-driven 3D modeling, Alibaba’s Qwen2.5 goes open-source with serious upgrades, DeepMind’s AlphaEvolve rewrites the rules of algorithm design, and OpenAI rolls out tools that could redefine how devs interact with code. With this, we'll also explore some under-the-radar tools that can supercharge your development workflow. Alibaba Qwen 3 is a Web Developer's Dream Alibaba's latest release,Qwen3, introduces a hybrid thinking architecture combining Mixture of Experts (MoE) models with enhanced reasoning capabilities. Pre-trained on ~36 trillion tokens (roughly double Qwen2.5’s data) spanning 119 languages/dialects Model Specifications: Qwe…  ( 7 min )

The role of Middleware in distributed systems Architectural Styles and Middleware (Middleware) Chapter 2.3 "Architectures vs Middleware" The Middleware Role Middleware is an intermediate layer between applications and distributed platforms. Its key task is to ensure transparency of distribution, hiding from applications the complexities associated with data distribution, processing and management. The connection of Middleware with architectural styles In practice, middleware often implements a specific architectural style: Object-oriented style: for example, CORBA (Common Object Request Broker Architecture), where interaction is built through remote objects. Event-oriented style: as in TIB/Rendezvous, where components exchange asynchronous event messages. Advantages of thi…  ( 5 min )

Hello there! I’ve been working as a frontend engineer for 4 years, and I still feel that reproducing Figma designs pixel-perfectly can be a time-consuming and tough job sometimes. I always thought… if we could build perfect UI components or sections directly from Figma using AI, we could spend more time on creative and meaningful tasks. So, I decided to explore MCP Server + Cursor, which has been trending recently, and share the whole experiment with you all. By the way, I just started using Cursor and building things this way — so I’m still learning and exploring. Please feel free to share your feedback or ideas in the comments! Design-to-Code Tools Figma MCP Server (https://github.com/GLips/Figma-Context-MCP) Cursor (claude-3.7-sonnet) Frontend Stack Next.js React TypeScript Tailwind CSS…  ( 6 min )

If you’ve been exploring AI or machine learning lately, you might have come across the terms embeddings and vector search. At first, they sound a bit technical, but they’re actually super cool and powerful ideas that help machines understand meaning — not just keywords. Imagine you want a computer to understand words, images, or even sounds. But computers don’t really get language the way we do. So what do we do? We turn these things into numbers. More specifically, embeddings convert data — like a word or a picture — into a list of numbers called a vector. These vectors live in a kind of “number space,” where the position of each vector captures the meaning of the original thing. Because items with similar meaning end up as vectors close to each other in this space. For example, the words…  ( 4 min )

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Imagine creating stunning videos from simple text prompts, editing existing videos seamlessly, or even generating realistic sounds directly from videos all on your own computer. That’s exactly what Wan2.1 VACE makes possible. Alibaba has introduced Wan2.1-VACE (Video All-in-one Creation and Editing), the latest open-source model of the popular Wan2.1 series, that integrates video generation and editing capabilities within a single multimodal framework. Wan2.1 is an open source suite of video generative models that’s redefining the possibilities of AI video creation. It doesn't just generate short clips, it supports Text-to-Video, Image-to-Video, Video Editing, Text-to-Image, and even Video-to-Audio tasks, all with top-notch quality. On GPUs like H100 or H200, Wan2.1 runs smoothly and deliv…  ( 7 min )

Introduction The combination of React's component architecture with Tailwind CSS's utility-first approach has emerged as a compelling solution for modern web development. This integration addresses several pain points in traditional CSS methodologies while maintaining the flexibility needed for complex applications. Tailwind's utility classes work harmoniously with React's component model by keeping styles tightly coupled with their corresponding components. This eliminates the cognitive overhead of maintaining separate stylesheets and reduces the likelihood of styling conflicts in large applications. Tailwind's predefined design tokens (spacing scales, color palettes, typography settings) create consistency across React components without the need for custom CSS variables or style d…  ( 5 min )

go_router is one of the most popular package for managing navigation in a Flutter application, and since it became part of the Flutter team, it has become the main recommended solution. It's very easy to use, yet feature-rich. However, with the introduction of ShellRoute, observing the navigation flow in your app and having routes that are "aware" of navigation changes has become more difficult. As highlighted in this issue, when you add a ShellRoute, the app loses reactivity to route changes: the NavigationObserver is no longer triggered. While waiting for an official fix or built-in solution from the Flutter team, we can still implement route-aware behavior by listening to the GoRouterDelegate. The following code listens to the GoRouterDelegate throughout the widget's lifecycle and uses …  ( 4 min )

✅ Process মানে হচ্ছে একটা running program যেটার নিজস্ব memory space থাকে, কিছু data আর resource ধারণ করে, এবং নির্দিষ্ট একটা কাজ করে। 🧠 উদাহরণ: ✅ Thread মানে একটা process এর ভেতরে ছোট কাজের unit, যেগুলো একই মেমোরি শেয়ার করে একসাথে আলাদা কাজ করতে পারে। 🧠 উদাহরণ: 📌 মোটাদাগে বললে: ✅ Multithreading মানে: 🧠 উদাহরণ: ✅ Concurrency মানে: 🧠 উদাহরণ: সর্বসাকুল্যে বললে, Process হচ্ছে সম্পূর্ণ আলাদা প্রোগ্রাম, নিজের মেমোরি সহ। Thread হলো প্রসেসের ভেতরে ছোট ছোট কাজের ইউনিট। Multithreading হচ্ছে একই প্রসেসে একাধিক থ্রেড একসাথে চালানো, আর Concurrency হলো একইসাথে একাধিক কাজ সামলানো (parallel না হলেও)  ( 3 min )

Apple’s FastVLM is here and it is currently emerging as a game-changer in Vision Language Models (VLMs), combining fast speed with state-of-the-art accuracy. It is designed for real-time performance without compromising on output quality, and uses FastViTHD, a hybrid vision encoder that drastically cuts down the number of image tokens, making inference lightning-fast even with high-resolution inputs. Its smallest variant outpaces LLaVA-OneVision-0.5B with an outstanding 85x faster Time-to-First-Token (TTFT), all while being 3.4x smaller in size. On the other end of the scale, its larger models powered by Qwen2-7B surpass recent competitors like Cambrian-1-8B, achieving 7.9x faster TTFT using just a single image encoder. If you’re running models on powerful servers or experimenting on mobil…  ( 6 min )

Check out this Pen I made!  ( 2 min )

Check out this Pen I made!  ( 2 min )

Introduzione Fasi dell'attacco Attacco iniziale (Dropper o Phishing) Download e esecuzione del ransomware Exploit EternalBlue (MS17-010) Propagazione automatica nella rete locale Cifratura dei file Richiesta di riscatto Come difendersi: Mai cliccare su allegati sospetti Aggiornare sempre il sistema operativo Usare un antivirus aggiornato Fare backup frequenti  ( 3 min )

A few months ago, my manager assigned me to a project that required improving its search functionality. The team initially considered Elasticsearch as the primary solution, though they were open to exploring alternatives. I researched the topic and discovered PostgreSQL's full-text search. Since our data was already stored in PostgreSQL, I compared the two tools. The application I worked on served private users and had strict privacy regulations, with complex conditions determining who could view or edit specific data within the company. These intricate queries proved challenging for Elasticsearch to handle effectively, while PostgreSQL's full-text search, being built on top of SQL syntax, required no extra work to handle this. It also integrates seamlessly with our existing database, req…  ( 8 min )

Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand and use APIs in large tech infrastructures with ease. Authentik is an open-source identity provider that’s flexible, developer-friendly, and perfect for taking your SaaS application and making it available as an on-premises solution. If you’re looking to give your users the option to host your app themselves—complete with secure authentication—this post will walk you through the process. We’ll dive into why you’d want to go on-prem, how Authentik fits in, and step-by-step examples to make it happen. This guide assumes you’re comfortable with Docker, basic networ…  ( 7 min )

Whether you’re debugging a stubborn production issue or architecting a scalable system, the nature of software development is deeply problem-solving at its core. Yet we rarely take a step back and ask: Are we solving problems effectively? Turns out, a Hungarian mathematician from the 20th century has some timeless advice for us. This post dives into some gold from George Pólya’s classic book, How to Solve It, and shows how its common-sense techniques originally meant for mathematics,are surprisingly useful for software engineers. Pólya's core idea is that general, common-sense questions help solve all kinds of problems,not just math ones. Consider these: What is the unknown? What are the data? What is the condition? These aren't math questions—they’re universal. They work whether you're …  ( 5 min )

Abstract: This post takes you on a deep dive into the CeCILL-B Free Software License Agreement. Here, we explain its history, core concepts, applications, limitations, and future trends. We compare CeCILL-B to other popular licenses using tables and bullet lists, and we incorporate references from authoritative sources such as License Token, OSI Licenses, and discussions on Hacker News. Through technical yet accessible language and clear structure, we provide a holistic view on how CeCILL-B not only protects developers and the open source ecosystem but also guides the evolution of fair licensing in a rapidly changing digital world. The world of open source licensing continuously evolves, and among the plethora of licenses available, the CeCILL-B Free Software License Agreement stands out …  ( 8 min )

Continuing on the topic of template engines, I would like to share my thoughts on the power of template engines, and how it relates to the power of abstractions in programming. First, let us look at the classification of template engines I have listed in my previous post: Logic-less: The template engine does not allow any logic in the template. All the logic is pre-applied to the variable content, our data, before it even arrives at the template engine. A typical example is Mustache. Logic-capable: The template engine allows you to define some logic in the template, such as not only what, but also when and how to display it. A typical example is Jinja2. Logic-full: Such template engines allow you to define any arbitrary logic in the template, by allowing you to even execute code in the …  ( 7 min )

Check out this Pen I made!  ( 2 min )

Check out this Pen I made!  ( 2 min )

Check out this Pen I made!  ( 2 min )

Abstract: This post offers an in‐depth review of the Asterisk Dual License. We explain its background, core features, applications, challenges, and future innovations. By exploring how the dual licensing model balances open source freedom with commercial compensation, we provide a holistic overview enriched with comparisons, practical examples, tables, and curated links. Keywords such as dual licensing, open source licensing, fair code, sustainable funding, and developer compensation are naturally woven throughout to optimize search engine visibility and inform a technically proficient audience. In today’s software ecosystem, finding balance between open collaboration and commercial reward has never been more critical. The Asterisk Dual License is a pioneering hybrid model that supports b…  ( 9 min )

Problem Description Do you know this feeling? You’re in the middle of coding. Your brain has created the logic and the full picture of how everything should work. Your fingers are flying across the keyboard, while you hold the entire system-its schema and the relationships between components-in your head. You’re not just writing variables and function calls. You’re creating interfaces, classes, structures. You’re building the system in real time-one large piece after another. You’ve caught the wave. 🌊 You’re deep, deep in the flow of creation. And then suddenly… you need to do something trivial-start a container, assign an IP address, add a service to systemctl. So you pause. Open a terminal. Try to recall the exact command. And Boom! - your flow is gone. Now you’re googling CLI flags,…  ( 6 min )

“It’s clear you are better than the reviewer” - said a Senior Software Engineer Stanley Azi ・ May 16 #webdev #vue #nuxt #career  ( 2 min )

100DaysOfCode Day 28 – The Odin Project (54%) ✅ Grouped styles Redesigned the Odin Recipes page.  ( 2 min )

This article intends to save you 10+ hours of your valuable time, effort, and ‘developer’ pain, which I think is an entirely different kind of pain In your Next.js project, you'll need a way to keep UI elements like your Navbar (a Client component) in sync with Supabase Auth state You might be thinking - React Context to the rescue. But wait! Next.js Authentication Guide states: React context is not supported in Server Components, making them only applicable to Client Components. Your Navbar is a Client component, seems all good. But, Supabase Server-Side Auth recommends access to Auth User data, using only supabase.auth.getUser() in Server Components. Example from Supabase Official Guide → Setting up Server-Side Auth for Next.js // app/private/page.tsx import { redirect } from 'next/nav…  ( 6 min )

Hahaha yes, spring too can do this ;) How REST fits in my app You can create the project via Spring Initializr or with the CLI: spring init --boot-version=3.5.3 --java-version=21 cd PixelForest Add these dependencies to your project com.google.zxing core 3.5.0 com.google.zxing javase 3.5.0 Tools Used Refer to this link to know more about ZXing Library = ZXing Refer to this GitHub link for the complete project = PixelForest Ways to Extend It Add JWT auth to secure the endpoint 🔐 Feel Free to create PRs for my project and enhance it  ( 3 min )

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🌥️ Node.js Hello World on EC2 — Keep It Running Forever with PM2 Great for testing simple deployments on any cloud (AWS EC2, DigitalOcean, etc.). # Become root sudo su - # Install NVM (Node Version Manager) curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.34.0/install.sh | bash # Activate NVM . ~/.nvm/nvm.sh # Install latest Node.js nvm install node # Verify installation node -v npm -v # Update packages sudo apt-get update -y # Install Git sudo apt-get install git -y # Verify Git version git --version # Clone the Node.js sample repo git clone https://github.com/yeshwanthlm/nodejs-on-ec2.git # Move into the project directory cd nodejs-on-ec2 # Install dependencies npm install npm start Your app will now serve "A Monk in Cloud" — but it will stop when the terminal is closed or the server reboots. To fix that, let’s keep it running with PM2 👇 npm install -g pm2 pm2 start index.js --name BackendAPI 📝 Replace index.js with the name of your main JS file if different. pm2 startup Copy and run the command it outputs (something like this): sudo env PATH=$PATH:/root/.nvm/versions/node/vXX/bin /root/.nvm/versions/node/vXX/lib/node_modules/pm2/bin/pm2 startup systemd -u root --hp /root Then save the PM2 process list: pm2 save pm2 list # Show running apps pm2 logs # Show app logs pm2 restart monk-app # Restart the app pm2 stop monk-app # Stop the app pm2 delete monk-app # Remove it from PM2 Node.js is installed with NVM App is deployed and running PM2 keeps it alive forever App auto-starts after reboot You can also: Use NGINX as a reverse proxy for clean domain access Add HTTPS with Let’s Encrypt Connect a CI/CD pipeline Let me know in the comments if you'd like a guide for any of those! 🙌  ( 4 min )

1. Introduction In the technology sector, particularly in cloud computing like Amazon Web Services (AWS), two roles often come up: Solutions Architect and Presales. While both are critical in bridging technological solutions with customer needs, their responsibilities, skills, and work objectives differ significantly. This blog post focuses on clarifying the job descriptions and required professional skills for these two roles to provide individuals interested in pursuing a career in Cloud, but lacking clear career direction and undecided between these two positions, with a detailed and clear perspective. This will help them define their career goals. The article is not intended to diminish the value of either role. In addition, through this article, I also want to share my personal perspe…  ( 13 min )

I’ll keep this real — I’m a 21-year-old junior web developer from a small town in Gujarat, India. I never had the money to study Bachelor of IT or CS, so I taught myself how to code during my diploma in mechanical engineering. I have a huge passion for coding, After a few months of grinding through online tutorials, projects, and sleepless debugging nights, I landed my first dev job at a small service-based company. It doesn’t pay much (₹25k/month), but it was a start. I’ve been working on real projects using React, Next.js, etc., and learning more every day. Now the project I was working on just ended, and I have to return the laptop and PC the company gave me. I’ll still be working from the office on their machines, but I won’t have any personal setup at home. The problem is — that’s whe…  ( 4 min )

📝 Building a Resume with HTML & CSS and Sharing It on GitLab Today I created a beautiful and responsive resume using HTML and CSS, and I’m excited to share that I also pushed it to GitLab! This small project helped me practice frontend development while building something useful for my career. To design a simple resume using only HTML and CSS, structure the content professionally, and upload it to GitLab for sharing and version control. HTML5 – for creating the structure of the resume CSS3 – for styling and layout Git & GitLab – for version control and hosting resume/ │ ├── index.html ├── style.css └── README.md index.html My Resu…  ( 4 min )

🧑‍💻 Building My Personal Resume Website Using HTML & CSS & Deploying It to GitLab Creating a resume is important—but creating one using HTML and CSS takes it to the next level! Today, I built a clean, responsive resume website from scratch and uploaded it to GitLab for version control and collaboration. In this blog, I’ll walk through the process, share the code, and explain how I pushed it to GitLab. Whether you're a beginner or looking to sharpen your front-end skills, this guide will help you get started. HTML5 CSS3 VS Code Git & GitLab I started by writing the basic structure of the resume using HTML. Here's a simple version of the layout: <…  ( 4 min )

If you're building an online store and looking for a sleek, modern, and responsive template — Tailstore might be just what you need. Built entirely with Tailwind CSS, this free eCommerce template is perfect for developers, indie makers, or startups who want to move fast without compromising design and usability. As a developer, I often find myself reinventing the wheel — especially when starting new eCommerce projects. Either the templates are bloated, outdated, or locked behind paywalls. So I decided to build Tailstore, a clean and lightweight Tailwind CSS eCommerce template that anyone can use, adapt, and scale. Tailstore is designed with performance and simplicity in mind. No dependencies beyond Tailwind. No overcomplications. Just clean HTML and reusable components — perfect for customization or integration into your favorite stack (Laravel, Next.js, Nuxt, etc.). Here's what Tailstore comes with out of the box: Responsive Hero Slider (Swiper.js) to highlight products or promos Brand Carousel to showcase partnerships Latest / Popular Products Grid Blog Section for content marketing Newsletter Signup Form Product grid with filters (categories, price range) Single product view with: Image gallery Tabs for description / reviews Social sharing buttons Authentication Clean Register / Login pages 404 error page Shopping cart and checkout flow with promo code support Built with Tailwind CSS Uses Tailwind 4 utility classes Fully responsive layout Easily extendable with Tailwind UI or your custom components Mobile-first and minimal Tech Stack No JavaScript frameworks — you choose how to integrate it! 📦 Use Cases Tailstore is great for: MVPs and startup demos Learning Tailwind CSS through real-world layout structure Integrating with headless CMS (like Sanity, Strapi) Customizing for Shopify Hydrogen / Next.js Commerce You can download, clone or fork the project here: website spacemadev/tailstore4 It’s open-source, MIT-licensed, and ready for your next idea.  ( 3 min )

Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java Concatenar significa "colocar junto", “juntar-se”, “ligar-se” Para concatenar duas String, usa-se o método concat. Note que, já que o tamanho de uma String não pode mudar, a concatenação resulta na criação de um novo objeto. Também pode-se usar o operador + para a concatenação. Por exemplo, no trecho de código abaixo, a mesma linha é impressa duas vezes: String s1 = "Olá "; String s2 = "Mundo!"; System.out.println( s1.concat( s2 ) ); System.out.println( s1 + s2 ); As strings no java são imutáveis, ou seja, seu valor não muda A partir do java 15 tem um recurso chamado text blocks onde é possível formatar a string da forma como você quer que apareça, pode colocar parágrafo e espaço. Vídeo da Loiane que explica sobre: https://www.youtube.com/watch?v=FOq6wn5iD4Q  ( 3 min )

DevSecOps: The Ultimate VPS Security Guide 1. Introduction to SSH SSH (Secure Shell) is a cryptographic protocol for secure remote server management and file transfers. It’s the modern replacement for insecure protocols like Telnet. Pro Tip💡: Use an SSH config file to manage multiple server connections efficiently. Most OSes (Linux, macOS, Windows) include built-in SSH clients. 2. Connecting to Your VPS Connect to your VPS using the root credentials and IP address provided by your host: Ex: ssh root@194.68.123.45 First Connection: Verify the server’s fingerprint to prevent man-in-the-middle attacks. SSH stores it locally for future validation. 3. Server Hygiene: System Updates Regular updates are your first defense against vulnerabilities. Refresh Package Repository: sudo apt update Re…  ( 5 min )

Written Date: 5/17/2025 For the last 2 years I've been using AI to drive most of my development efforts. It wasn't called "vibe coding" then, but it was just as frowned upon. The phrase "AI slop" was coined and tossed around willy nilly. Under every rock and around every corner you would find an expert ready to jump out and say that AI was overhyped. It was tenuous time to be using AI for helping you code. I will admit that the concerns brought forward were true then and are still mostly true now. However, there were these moments of brilliance that would shine through. These felt like samples of what was to come in the future, something that we would eventually consider to be just plain normal. I've held on to the inspiration and hope that came from those moments of clarity and brilliance…  ( 4 min )

Let's cut to the chase: Congressional Records are gold mines of political data, but they're trapped in PDFs and scattered across congress.gov. Yeah, there's an API, but it just gives you more PDFs or links to HTML pages. Not exactly AI-friendly. I needed plaintext, I needed it in bulk, and I needed it yesterday. So I built a Python tool that: Grabs data through the congress.gov API Ignores those pesky PDFs Extracts clean plaintext from the HTML pages Organizes everything neatly Why plaintext? Because you can actually do something with it! Search it, analyze it, feed it to AI models, cite specific sentences, or just read it without your eyes bleeding from PDF formatting. The tool leverages several key strategies to efficiently download records: The script uses the official congress.gov API,…  ( 6 min )

Alright, let's cut to the chase. You're building a React MVP. You need to be fast, lean, and focused on validating your core idea. So why, oh why, are you already thinking about t('user.welcome.message.short')? Internationalization (i18n) is crucial for global reach, no doubt. But for an MVP, traditional i18n setup is often a premature optimisation, a time sink when you should be shipping and iterating. It means wrestling with JSON files, getting lost with keys everywhere in your app, and losing velocity at a time you shouldn't. i18n-keyless This is where the "keyless" philosophy, then first time embodied by i18n-keyless, becomes your MVP's best friend. The concept is refreshingly simple: Just write your UI text directly in your components, in your main language. That's it. import * as I…  ( 5 min )

TIL about the new-ish "verbatim" ERB tag: is equivalent to:  ( 2 min )

If you’re a web developer like me, you’ve probably styled a form before. And if you’re anything like me, you’ve tried to be helpful — maybe you added some color changes with input:valid or input:invalid, outlined fields, maybe even threw in a little transition effect. But then this came to your mind: Wait, why is this field showing up as valid before the user even typed anything? 🤦 Want smart web dev tips like this delivered straight to your inbox? join the newsletter and get your CSS selector cheat sheet for free You try to be nice to users. Give them visual cues. Maybe you change the border color on a valid input, or show a message when they make a mistake. You think you’re doing a good thing. But then someone opens your form and sees green borders before they’ve even clicked a thing. Valid already? They didn’t even type! It’s wrong. It feels broken. And worse: it actually is misleading. Let’s not even talk about accessibility. Using just colors for feedback? That’s a hard “no” if you care about users with color blindness. CSS pseudo-classes like :valid and :invalid don’t wait for the user to interact. If the input field meets the required rules on page load (or fails them), the styles apply instantly. That’s why your untouched email field might already look like a success story. Not cool. Say hello to :user-valid and :user-invalid. These two pseudo-classes work exactly how you always wanted :valid and :invalid to behave: *They wait for user interaction. Nothing changes until the user actually types, blurs, or otherwise engages with the input. Now that’s user-friendly feedback. If you’re still using :valid/:invalid on untouched fields, you're frustrating users. They’re seeing red borders before they’ve even typed anything. Or worse—green borders that falsely imply their input is good. By switching to :user-valid and :user-invalid, your forms become: ... Read the full article here  ( 4 min )

Problem 1 Longest Substring Without Repeating Characters Problem: You must write an algorithm that runs in O(n) time. Link to problem: https://leetcode.com/problems/longest-consecutive-sequence/description/ Approach: First Thought: Used a basic count[256] array to track frequency of characters. Tried checking frequency and updating start directly if a duplicate was found. Misplaced order of start++ and count[s[start]]--, which caused logic errors for overlapping characters. Final Approach: Used Sliding Window technique with two pointers start and end. Maintained a count array to track how many times a character appeared in the current window. On detecting a duplicate character (count[s[end]] > 1), shrunk the window using a while loop. Then decreased count[s[start]] and moved start forwar…  ( 5 min )

🚀 Hire a PHP Laravel Developer to Build Scalable Web Apps, Admin Panels, and DApps – 7+ Years of Experience Hi, I'm Surender, a full-stack web developer with over 7 years of experience crafting reliable, scalable, and secure web applications using PHP, Laravel, CodeIgniter, and modern cloud/backend tools. Whether you're building a dynamic website, an admin dashboard, or even a decentralized app (DApp), I bring both experience and technical depth to the table. I help clients turn their ideas into fully functional web apps with: ✅ Full-stack development using PHP (Laravel, CodeIgniter) ✅ REST API & backend development ✅ Admin panels and dashboards ✅ Web3 DApps (Ethereum integration, Solidity basics) ✅ Database design & optimization (MySQL, MongoDB) ✅ Bug fixing, refactoring, and performance tuning ✅ Deployment & CI/CD with GitHub Actions or Jenkins 👉 Check out my Fiverr Gig here Category Tools Backend PHP, Laravel, CodeIgniter, Nodejs Frontend Reactjs, HTML, Bootstrap, Tailwind Web3 Solidity basics, Web3.js Database MySQL, MongoDB DevOps Docker, GitHub Actions, Jenkins Deployment GCP, AWS EC2, Shared Hosting Version Control Git, GitHub Developed a full-featured CRM system for a logistics company, including user roles, ticketing, and reporting. Integrated automated backups and role-based access control. Built a lightweight admin panel for an eCommerce platform using CodeIgniter. Features included product management, user access, and sales reports. Helped a blockchain startup create a proof-of-concept DApp integrating basic smart contract interactions using Web3.js and Laravel. If you're building something exciting or need help fixing/optimizing an existing web application — let’s connect! ✅ Visit My Fiverr Profile 💬 Or reach out via LinkedIn or Email (add your contact/email here if applicable) Clear and fast communication Clean, maintainable code On-time delivery Flexible and open to feedback Affordable pricing with top-tier quality Let’s build something great together!  ( 4 min )

Introduction In today's data-driven world, understanding public opinion and customer feedback is crucial for businesses and developers alike. Sentiment analysis, also known as opinion mining, is the process of computationally identifying and categorizing opinions expressed in a piece of text, especially in order to determine whether the writer's attitude towards a particular topic, product, etc., is positive, negative, or neutral. The benefits are vast, ranging from enhanced customer understanding and improved brand reputation to effective crisis management. This tutorial will guide you through building a lightweight web application that performs sentiment analysis on user-provided text. We'll be using a popular and powerful tech stack: ReactJS for a dynamic and responsive frontend. …  ( 7 min )

Introduction The Single Responsibility Principle (SRP) is the “S” in the SOLID principles of object-oriented design. It’s often mentioned, sometimes misunderstood, and rarely applied correctly in large Java applications. Definition: A class should have only one reason to change. In practice, this means a class should encapsulate a single, well-defined responsibility — not “one method” or “one functionality,” but one axis of change. In this article, we'll go beyond trivial examples and explore real-world SRP violations, how to spot them, and how to refactor for maintainability and testability. Consider the following UserService class: public class UserService { public void register(String email, String password) { if (!email.contains("@")) { throw new IllegalArgum…  ( 5 min )

By Alireza Minagar, MD, MBA, MS software engineer As a software engineer, I’ve spent most of my time making things work — efficient algorithms, robust logic, clean architecture. But recently, I gave equal attention to how software feels. Enter: SecureFleet, a desktop vehicle monitoring and management tool I’m building with Java Swing. At first, it was utilitarian — basic panels, a static table, and a couple of buttons. But I realized that professional software demands more than just working code — it deserves thoughtful, responsive, and intuitive interfaces. 🔨 What I’ve Implemented: A scrollable JTable with real-world vehicle tracking columns (Plate, Make, Model, Year, Owner, Status). A dedicated alert button (New Alert) highlighted in red for emphasis. A trio of functional buttons below: Track Vehicle, Add Entry, and Admin Panel. Clear color contrast and alignment for visual clarity. 🧠 What I Learned Along the Way: Grouping components into logical panels simplifies both alignment and code readability. GUI building tools (like NetBeans Designer) can help — but manual refinement makes the difference. 🌟 Why This Matters: 💡 What's Next: 🗣️ Let’s Talk: How do you balance aesthetics with functionality in desktop development? Drop your thoughts below 👇  ( 3 min )

Why I Switched from HashiCorp LRU to Ristretto for High-Performance Caching in Go While working on Buckt, I implemented a caching layer to speed up repeated file reads and downloads. I started with HashiCorp's lru, which was simple and easy to integrate. But as the system scaled and concurrency increased, it became clear that it couldn't keep up. This post highlights the issues I encountered and why Ristretto ended up being a much better fit. While the lru package is solid and predictable, I ran into a few limitations: Blocking Writes - All Add() operations lock the cache, leading to bottlenecks under concurrent load. Fixed Capacity, Not Cost-Based - It evicts based on item count, not memory usage — inefficient when storing large items like files. No Native Metrics - Hit/miss tracking mu…  ( 4 min )

Let’s be real — being a developer in 2025 is a superpower. You’re not just writing code. You’re building the future. And the best part? You can turn your skills into real income online — even from your bedroom, café, or a quiet village somewhere (like me!). Here are 11 proven and personal ways to start earning as a dev — whether you want extra income or full-time freedom: Freelancing — Get Paid for What You Know Websites like Upwork, Fiverr, and Toptal are full of people looking for developers like you. You don't need 10 years of experience — just the ability to solve real problems. Start small. Deliver big. Teach What You Know — Create Courses You don’t have to be a guru to teach. Package your knowledge into simple, helpful video lessons. People want to learn from real, relatable devs…  ( 4 min )

Build a Local RAG 💻 with Ollama, Huggingface, FAISS and Google Gemma 3 ✨ 𝚂𝚊𝚞𝚛𝚊𝚋𝚑 𝚁𝚊𝚒 for Apideck ・ May 8 #programming #python #ai #tutorial  ( 2 min )

Build a Local RAG 💻 with Ollama, Huggingface, FAISS and Google Gemma 3 ✨ 𝚂𝚊𝚞𝚛𝚊𝚋𝚑 𝚁𝚊𝚒 for Apideck ・ May 8 #programming #python #ai #tutorial  ( 3 min )

The modern smart home goes beyond voice-activated lightbulbs or Wi-Fi-connected thermostats. Today, homeowners and businesses alike are embracing a new frontier: automated gates integrated with Internet of Things (IoT) technology and voice control systems. These intelligent solutions not only elevate convenience and security but also enhance property value and efficiency. Manual gate operation can be cumbersome, particularly in adverse weather or when managing high-traffic areas. Automation eliminates these hassles, offering seamless access with a simple voice command, mobile app, or scheduled automation. Imagine pulling into your driveway, and with a simple "Open the gate," your entranceway responds instantly — no buttons, no remotes, no delays. Gate automation can integrate with various …  ( 5 min )

We've listened to your feedback and are excited to unveil updates designed to streamline your notification workflows! What's new? ✨ Revamped Message Templates: Introducing the powerful Twig templating engine for advanced logic, Markdown support for richer content, and the ability to define templates right when adding a new delivery! 🚀 Frontend Event Delivery: We've simplified sending events directly from your websites. Want to see how these changes can transform your notifications and make your life easier? Check out our latest blog post for all the details: https://msggo.io/blog/article/supercharged-templates-frontend-event-delivery-are-here  ( 3 min )

The contents are from Vue School's Vue.js 3 Fundamental with the Composition API. The Vue app was written in TypeScript + Composition API, and then it was ported to Angular 19 and Svelte 5 to get a first-hand experience of their similarities and differences. This is a simple shopping cart that adds and deletes items from it. npm create vue@latest Entered the application name to fundamental-vue Checked TypeScript, Prettier, Eslint in the menu Chose no to 0xlint cd fundamental-vue3 npm i npm run dev The application runs at http://localhost:5173. npx sv create fundamental-svelte Which template would you like? Choose SvelteKit minimal Add type checking with TypeScript? Yes, using Typescript syntax What would you like to add to your project? Choose prettier, eslint, sveltekit-adapter svel…  ( 4 min )

You don’t need funding, a team, or even a logo to start something that makes money online. You just need tools that work—and work for free. Whether you're a freelance developer, indie hacker, or just exploring new ways to use your technical skills, the right AI tools can help you launch a side hustle faster, cleaner, and with less upfront effort. This is a curated list of 12 completely free tools (no credit card required) you can use to: Automate content creation Sell digital or physical products Build a personal brand Launch a monetized YouTube channel Offer high-quality freelance services Each tool listed below is being used right now by creators earning real revenue—and many of them require little more than a prompt and a plan. Pick Lumen – Generate Instagram-Worthy Art Using Prompts U…  ( 5 min )

Angular is a robust framework for crafting dynamic, scalable web applications. As an Angular developer, your efficiency depends heavily on your tools, and Visual Studio Code (VSCode) is a favorite due to its flexibility and rich extension ecosystem. With the right extensions, you can streamline coding, debugging, and testing in your Angular projects. In this article, we’ll explore the top 15 VSCode extensions that every Angular developer should have to supercharge their workflow. Why VSCode for Angular Development? Let’s dive into the top 15 extensions you need in your VSCode setup. 1. Angular Language Service Auto-completion for component properties, directives, and pipes. Install: Search “Angular Language Service” or use ID: angular.ng-template. 2. Prettier — Code Formatter Formats on sa…  ( 6 min )

Check out this Pen I made!  ( 2 min )

Throughout the first, second, and third articles, we have embarked on a fascinating journey together: from our initial introduction to Observables, where we grasped the fundamentals of the reactive approach, through mastering operators that enabled us to efficiently transform and filter data, to combining streams, which unlocked the ability to synchronize data from multiple sources. We gradually transformed RxJS from an intriguing tool for experimentation into a powerful instrument for real-world tasks. Now, having taken three confident steps, it is time to confront the dark side of reactive programming. Like any technology, RxJS has its pitfalls. One of the most insidious is unclosed subscriptions, which can lead to severe issues such as memory leaks, performance degradation, and even app…  ( 10 min )

Hello everyone, I'm Antonio, CEO and Founder at Litlyx. I hope you’re all doing well. It’s been a long time since I’ve posted here, and that’s because we’ve been in an acceleration program that is coming to an end. Now, let’s talk about your amazing project that’s been hidden away, waiting for its moment to shine. Share your open-source project using the following format (and in the meantime i start with ours): Website: Litlyx Stars: +1.3k Repository link: Litlyx Analytics Description: Litlyx is an European alternative to Google Analytics or Posthog. Track web analytics and custom events. Get up and running in 30 seconds. Fully GDPR-compliant. Share your project down below.  ( 3 min )

Image created by Grok 💡 "What if I built…?" That spark of an idea in your mind—whether it’s a quirky app, a game, or a tool to solve a problem—is worth pursuing. Too many great projects die in the "someday" stage. But you can bring yours to life. This guide will help you: ✅ Turn vague ideas into real projects ✅ Build without burning out ✅ Ship something you’re proud of Step 1: Stop Waiting for the "Perfect" Idea 🚦 Rule #1: Done > Perfect Twitter started as a SMS status updater Minecraft was a simple block experiment Your first version just needs to work, not be flawless Try This: Write down your idea in one sentence: "A [type of app] that [solves X problem] by [unique approach]." Step 2: Break It Into Tiny Pieces 🧩 Example: Building a Pomodoro…  ( 4 min )

In the fast-growing fields of machine learning (ML) and artificial intelligence (AI), image annotation is fundamental to developing reliable models. That’s where image annotation comes in—the process of labeling and highlighting objects, features, patterns, or any other elements of an image that may be useful for a machine learning program or model. However, performing image annotation in-house can also be time-consuming, resource-intensive, and expensive. This is one of the reasons why outsourced image annotation has become a popular approach. In this post, we’ll examine the challenges of standalone image annotation and the best reasons to outsource image annotation for machine learning. 1. Cost Efficiency A major reason that companies choose to outsource image annotation is to save time …  ( 5 min )

И чем ближе мы оказываемся к центру города, тем плотнее нас окружают волшебные сады диковинных технологических растений. Такие машины, как генеративные нейросети, gpt-модели стали частью нашей реальности, как когда-то электричество и интернет. Их громко называют "искусственным интеллектом", про них пишутся статьи и в этот момент, когда слова текут из машин быстрее, чем из человеческих уст, человек впервые ощутил, что он больше не уникальный обладатель языка. Для кого-то этот вопрос стал источником страха, как для луддитов в Англии, которые со страхом смотрели на прядильные станки. Работники, чья работа - создание текста, читают новости о сокращениях, связывают эти события с появлением gpt-моделей и задаются вопросом: что буду делать я, когда эта система, не знающая усталости, будет еще умн…  ( 6 min )

In this video (an excerpt of our next Frontiers of Software Engineering interview), Genaina Rodrigues discusses the critical and evolving role of humans in autonomous and robotic systems, emphasizing the distinction between "Human in the loop" (where humans are directly involved in decision-making and can intervene) and "Human on the loop" (where humans supervise or monitor the system). She argues that humans are an inevitable part of these processes, whether as active or passive stakeholders. She uses several examples to illustrate her points, including challenges in autonomous driving and autonomous avionics. A significant portion of her discussion focuses on the Boeing 737 MAX crashes. She explains that the accident wasn't just a system failure but involved a cascade of issues, includin…  ( 3 min )

Handling async errors in JavaScript often turns into a mess of try-catch blocks everywhere. It clutters your code and gets harder to deal with as the project grows. What if there was a way to handle async errors that's cleaner, easier to scale, and keeps the logic separate from your main functions? That’s exactly the idea behind Lovit — a library designed to help you manage async errors without stuffing try-catch blocks everywhere. It provides a structured, readable way to handle things like 404s and network failures outside your main logic. lovit.dev Let’s say you’re fetching posts from an API: async function getPosts() { try { const res = await fetch('http://localhost:3001/posts'); if (res.status === 404) { console.warn('⚠️ Posts not found'); return; } con…  ( 4 min )

How to Build an AI Reporting App with Python, LLM, and Model Context Protocol (MCP) Dandi Pangestu ・ May 17 #python #ai #llm #mcp  ( 2 min )

Hosting a static website on Azure Blob Storage is a simple, cost-effective way to make your web content accessible globally. In this tutorial, I'll show you how to deploy a static website using Azure Blob Storage, starting with a sample website I downloaded and edited using VS Code. Conclusion Before we get started, make sure you have: An active Azure account. Visual Studio Code installed. A sample static website ready to deploy. Firstly, you download the sample static website from Luther, unzip the file, and saved it to a preferred location on your local machine. Using VS Code, open the sample website files and make the necessary edits on index.html. Edit the White parts like name and intro and then Save. Run the website by selecting Run without debugging in VS Code to open the webs…  ( 5 min )

Translating code across programming languages has become a common need in 2025. Whether you're building a React app and need to convert HTML to JSX, or transitioning logic from Python to JavaScript, reliable code converters save time and reduce bugs. Why Developers Need Code Converters Try These Popular Converters 1. Python to JavaScript Converter Try Python to JavaScript Converter (https://beautifyourcode.com/python-to-js) 2. HTML to JSX Converter Convert HTML to JSX Now (https://beautifyourcode.com/html-to-jsx) 3. JSON to TypeScript Converter 4. JavaScript to Python Real-World Scenarios Converting backend logic (Python) into dynamic UI behavior (JavaScript) Porting legacy HTML pages into modern React components Building cross-platform apps with a single source of logic Final Thoughts Visit https://beautifyourcode.com for more developer tools, tips, and converters.  ( 3 min )

In today’s fast-paced development environment, writing clean, readable code isn’t just a luxury—it's a necessity. Whether you're working solo or collaborating on a large project, messy or minified code can slow down your workflow and increase the chances of errors. This is where code beautifiers come into play. These tools automatically restructure and format your code to make it more human-readable while preserving its functionality. But beyond aesthetics, code beautifiers offer real advantages when it comes to debugging, collaboration, and maintainability. What Is a Code Beautifier? function add(a,b){return a+b;} Minified scripts for debugging 1. Improved Readability 2. Easier Debugging if(x==10){ console.log("Equal"); } else{console.log("Not Equal");} 3. Consistent Coding Standards 4. Faster Review and Collaboration 5. Support for Multiple Languages How Code Beautifiers Help in Real Projects Conclusion If you haven't already integrated a code beautifier into your development workflow, now is the perfect time to start. Whether you're working on personal scripts or enterprise-level applications, clean code makes every task—from debugging to deployment—smoother and more efficient.  ( 4 min )

Voice interaction is revolutionizing mobile app development. Whether it’s enabling hands-free control 🤚, enhancing accessibility ♿, or speeding up input ⏩, speech-to-text functionality is a must-have for modern apps. If you’re a React Native developer building for Android, I’m thrilled to introduce react-native-voice2text — a lightweight, user-friendly module that leverages Android’s native speech recognition APIs to convert voice to text in real-time. 🗣️➡️📝 Designed for simplicity and reliability, react-native-voice2text makes it easy to add voice features to your React Native apps. Let’s explore why this package is a game-changer and how you can get started! Here’s what sets this library apart: 🎯 Seamless Integration: Built for React Native 0.70+, it supports autolinking for a hassle…  ( 5 min )

Cloud-based SAAS tools are everywhere. Many popular AI tools for transcribing and summarizing meetings rely on sending your sensitive audio and transcripts to external servers. While convenient, this approach raises significant questions about data privacy, security, and control. What if there's a better way? The future of AI note-taking is increasingly heading towards solutions that are local, offline, and open source. This shift is driven by a fundamental desire to Take Back Control of Your Meeting Data. When you use a cloud-based AI meeting assistant, your confidential data, including the audio of your conversations, the full transcripts, and the generated summaries leaves your computer and is processed on servers you don't control. For many users, especially in business settings, this…  ( 7 min )

Building a Cloud-Native S3 Honeypot Detection Pipeline on AWS Table of Contents Introduction Step 1: Deploy a Private Honeypot Bucket Step 2: Log S3 Data Events with CloudTrail → CloudWatch Step 3: Create a CloudWatch Metric Filter Step 4: Alarm & SNS Notification Step 5: Lambda Automation to Tag VPC Testing the Pipeline Next-Level Enhancements Conclusion Introduction Step 1: Deploy a Private Honeypot Bucket Name: javierlabs-sensitive-docs Region: ap-southeast-2 Block all public access Upload decoy files: aws-keys.txt (fake credentials) Lock it down & allow GuardDuty access: { "Version":"2012-10-17", "Statement":[ { "Sid":"AllowGuardDutyAccess", "Effect":"Allow", "Principal":{"Service":"guardduty.amazonaws.com"}, "Action":["s3:GetObject","s3:ListBucket…  ( 4 min )

Breaking Up With ORMs – Part One: Reclaiming Control with Custom SQL Adapters Why I built my own SQL adapter instead of using ORMs like Prisma and Drizzle — and how it gives me total control over querying from both the frontend and backend. “It’s not you, it’s me. I just need more... control.” This post is more of a breaker—an introduction to why I left ORMs behind and what motivated me to build my own database adapter. A deeper, more technical dive is coming soon, where I’ll break down: How the entire SDK works How to build it from scratch The architectural design choices Live usage with real-world apps Open source links to both the frontend SDK and the backend sdk And more So if this resonates with you, stay tuned—the code will be open and the full post will be linked shortly. I’ll be…  ( 5 min )

Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains parameters and arguments. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can use * for a function parameter and argument for iterable unpacking as shown below: A * is an iterable unpacking operator. A function can have only one *parameter which is *args conventionally. *A *parameter is a var-positional parameter. A *parameter can store zero or more values as a tuple. A *parameter cannot have a default value. Zero or more *iterables can be used as the arguments passed to the zero or more parameters including a *args and **kwargs. def…  ( 5 min )

Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can use * for iterable unpacking in a variable assignment as shown below: *Memos: A * is an iterable unpacking operator. A *variable can store zero or more values as a list in a variable assignment. Only one *variable can be used in each expression of the left side of a variable assignment. Zero or more *iterables can be passed to a function with the zero or more values unpacked from zero or more iterables. *v1, v2, v3 = [0, 1, 2, 3, 4] *v1, v2, v3 = (0, 1, 2, 3, 4) v1, v2, *v3 = [0, 1, 2, 3, 4] v1, *v2, v3 = [0, …  ( 5 min )

Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can unpack the iterable which has zero or more values to one or more variables as shown below: *Memos: A set of the one or more variables with one or more commas(,) in a variable assignment is an iterable unpacking so v1 = and v1, = are different. The number of variables must match the number of values unless a *variable is used. The one or more values with one or more commas(,) are a tuple. v1, v2, v3 = [0, 1, 2] v1, v2, v3 = 0, 1, 2 # Tuple v1, v2, v3 = (0, 1, 2) # No error v1, v2, v3 = [0, 1] # ValueErro…  ( 4 min )

When someone shares your website link on WhatsApp, LinkedIn, or Facebook… what shows up? Created by Facebook, OGP defines a set of meta tags that turn any web page into a “social object.” In other words: when someone shares your link, you decide the title, description, image, language, and other details that appear. Without these tags, social networks try to guess what to display—and the result isn’t always pretty. Improve how your shared link looks Increase click-through rates Strengthen your brand identity Add these tags inside your HTML : <meta property="og:image" content="https://mywebsite.com/preview-image.…  ( 4 min )

Built a heart monitor that works without wearables, camera, or app — just a smartphone on your chest. Powered by real ML, used in 500K+ sessions. 🔍 What’s Inside: 🔥 Why I Built This 🚀 What We Offer 🧪 How It Works 🎯 Ideal Use Cases ⚡ Free API Key I'm Michal, the founder of HeartScan, a heart-monitoring tool that uses just a smartphone’s built-in accelerometer—no camera, no wearables, no special sensors required. A few years ago, after a stressful business dispute and forced relocation from Minsk to Warsaw, I started experiencing worrying chest pains. Doctors couldn’t provide clear answers, and typical diagnostics were inconclusive. Frustrated and worried, I used my background in radiophysics and MATLAB to analyze my heart vibrations with my phone’s accelerometer. Shocking…  ( 4 min )

Introducing ShadowBox: A Privacy-First Cloud Storage App Hey everyone 👋 Just wanted to share a project I’ve been working on called ShadowBox — an open-source, privacy-focused cloud storage app. If you're into encryption, privacy tools, or building apps with Flutter and Python, this might be up your alley. With all the data breaches and privacy concerns out there, it’s hard to trust big-name cloud storage platforms. ShadowBox is my attempt to build something different — a secure, open-source alternative that gives users full control over their files. The idea is simple: strong encryption, a clean interface, and the potential for decentralized storage using IPFS. Right now, it’s a working prototype with: A Flutter-based mobile app (also works on web) A Python/Flask backend AES-256 file en…  ( 3 min )

Overview Prerequisites Step 1: Set Up Your Azure Resources 3.Create an App Service Plan: •Review + Create 4.Create a Web App: •On the "Web App" portal, enter the following details; - Resource group - Name - Publish Runtime stack - Operating System OS - Region •Click "Review + create" then "Create" Step 2: Push Your Code to GitHub https://github.com/your-username/your-repo.git https://github.com/Blucon83/blucon-web-app.git) 2.Push your web app: Step 3: Configure Azure Deployment Center Step 4: Monitor Your Deployment Step 5: Examine the GitHub Workflow Conclusion You've now set up a complete CI/CD pipeline for your beautiful web application on Azure App Service! Every time you push code to your main branch, GitHub Actions will automatically: 1.Run tests and build your application 2.Deploy it to Azure App Service 3.Make it available to your users This setup ensures rapid, reliable deployments while maintaining high quality standards. The automated pipeline reduces human error and allows you to focus on building great features for your beautiful application.  ( 4 min )

Traveling by train in India is an adventure filled with scenic views and bustling stations. But let’s be honest—waiting at the platform or wondering if your train is on time can be stressful. Thanks to technology, you can now track your train’s real-time location with ease. Whether you’re checking the train running status or curious about your live train status, this guide will show you how to stay updated on your journey. Let’s dive into the simple ways to check your IRCTC train status and ensure you’re always in the know about my train. Trains don’t always run on schedule. Delays, diversions, or unexpected stops can disrupt your plans. Knowing the live train status helps you: Plan your arrival at the station. Inform family or friends about your exact location. Avoid long waits at the pla…  ( 5 min )

What Is Model Context Protocol (MCP)? Arun Saragadam for In One Minute ・ May 16 #mcp #modelcontextprotocol #ai #llm  ( 2 min )

Intro Section: After 15 years in software development and test automation, I decided to build something of my own — a real estate (Immobilien) platform tailored for the German market. The idea was to combine what I know best: robust backend architecture, modern TypeScript frontends, and secure authentication — all designed from the ground up for monetization. This article walks through the architectural decisions, technical challenges, and hard-earned lessons that shaped the platform. ⸻ 🧱 Why Microservices? I started with one clear goal: keep things clean and scalable. The platform includes: So I split it into microservices: ⸻ ⚙️ Key Technical Choices UUIDs for IDs: Database Design: File Uploads in PostgreSQL: Keycloak Auth: DevOps with ECS + Terraform: ⸻ 🖼️ Frontend Stack ⸻ 💡 Lessons Learned ⸻ 🚀 What’s Next? ⸻ ✌ Final Thoughts If you’re considering building your own SaaS — go for it. I’m not just building a side project. I’m building a real app. ⸻ Need Help? Want to chat tech, design, or growth? Drop a comment — let’s connect!  ( 4 min )

Modern applications today often use document databases. For years, MongoDB has been the preferred choice for developers to build applications using JSON-like document data structures. However, a move to a fully managed service like Amazon DocumentDB is attractive when workloads increase. Built from the ground up, Amazon DocumentDB (with MongoDB compatibility) is highly available, robust, and scalable. It supports common MongoDB drivers and tools, making it easy to move teams without changing application code. This article will guide you step-by-step through migrating data from MongoDB to Amazon DocumentDB using the AWS Database Migration Service (DMS). Before you begin the migration, make sure you have the following: An Amazon DocumentDB cluster already created and available in your AWS ac…  ( 4 min )

The Java if-else-if ladder is a fundamental control flow statement widely used in programming to make multiple decisions based on different conditions. It allows developers to execute specific blocks of code depending on which condition evaluates to true, providing a clean and efficient way to handle complex decision-making scenarios. This construct is essential for writing robust Java applications, especially in areas like software development, web applications, and backend services. In practice, the if-else-if ladder helps streamline conditional logic by checking one condition after another until one matches. This approach reduces nested code complexity and improves readability, which is crucial for scalable and maintainable code. It’s often paired with other control structures and modern Java features to optimize performance and user experience in real-time applications.  ( 2 min )

A post by Rachel Blaylock  ( 3 min )

"SQL Isn’t Just a Query Language – It’s a Superpower for Data Thinking" Introduction: In this post, let’s go beyond the textbook definition and explore what SQL is, why it's timeless, and how learning SQL rewires your brain to think in data. What is SQL – Really? Show your data (SELECT) Add new data (INSERT) Change existing data (UPDATE) Remove data (DELETE) But here’s the twist: SQL isn’t about databases — it’s about questions. SQL is like Google Search, but for your company’s private data. It’s Everywhere Every company with a database uses SQL — MySQL, PostgreSQL, Oracle, SQL Server. It's supported in Excel, Google Sheets (QUERY), and business tools like Power BI, Tableau. No-Code & Low-Code Movement SQL is the Gateway to Data Science How SQL Builds Your Thinking Muscle Break down messy problems into logical steps. Build a habit of asking the right questions. Spot patterns, outliers, and insights faster than others. Conclusion SQL isn’t just syntax. It’s a way of thinking clearly about data. Whether you're building apps, writing reports, or exploring insights, SQL gives you a superpower to talk directly to your data.  ( 3 min )

React Native’s new architecture is a game-changer for mobile developers, offering a massive boost in performance, flexibility, and scalability. This shift is centered around three core technologies – Fabric, TurboModules, and JSI (JavaScript Interface) – which together provide a more seamless bridge between JavaScript and native code. Why a New Architecture? The old React Native bridge worked well, but it had some limitations: Performance Issues: Communication between JavaScript and native code was slow and asynchronous. High Memory Usage: The old bridge duplicated data, increasing memory usage. Complex Debugging: It was hard to track bugs across the JS-native boundary. The new architecture fixes these problems, providing a more responsive and efficient framework. Key Components of the N…  ( 8 min )

In a world filled with distractions, staying focused as a developer can be a real challenge. Enter vibe coding — a modern trend that blends music, mood, and programming into one powerful formula for productivity. Whether you’re debugging a complex script or building an app from scratch, the right vibe can make all the difference. But what exactly is vibe coding, and why is it becoming so popular among developers? Let’s dive in. 🎧 What is Vibe Coding? Wearing noise-canceling headphones 🧠 The Science Behind Music & Productivity For programmers, music helps: Block distractions in noisy environments 🎵 Popular Vibe Coding Playlists & Genres Lo-Fi Hip Hop — Ideal for long coding sessions (e.g., “lofi hip hop radio — beats to relax/study to”) 🛠 Building Your Vibe Coding Environment Lighting Use LED strips or smart bulbs with warm or cool tones Try “focus mode” lighting to signal work time Desk Setup Keep it clean and minimal to avoid visual clutter Add personal touches — plants, posters, or figurines Sound Control Invest in quality headphones or speakers Use ambient noise apps to mask background distractions Routine Start sessions with a specific playlist or aroma (like coffee or essential oils) to trigger your focus reflex ✅ Benefits of Vibe Coding When done right, vibe coding offers several tangible benefits: Increased productivity through sustained focus 🔚 Conclusion: Code with Intention, Code with Vibes So, the next time you sit down to write code, plug in your favorite playlist, set the lights just right, and let the vibe take over. You might be surprised how much more enjoyable and efficient your sessions become.  ( 4 min )

Deploying secure storage solutions for internal corporate data is critical to safeguarding sensitive information, ensuring operational continuity, and complying with regulatory standards. This article outlines technical strategies for implementing robust storage systems tailored to internal organizational needs. Establish a storage account and enable high-availability configurations. Create a storage account for the internal private company documents. Click + Create. Choose the Resource group established in the prior lab. Configure the Storage account name as private, appending a unique identifier to ensure distinctiveness. Proceed to Review and initiate the Create operation for the storage account. Await deployment completion, then navigate to the resource by selecting Go to resource. …  ( 5 min )

Surfgram. Surfgram is fully async, rust-powered (client for API communications written in Rust), OPP-based framework with CLI. First, you need to install surfgram: pip install -U surfgram Create your first bot: surfgram new mybot Run your bot: cd mybot surfgram run --debug Whoa! Your bot is running. Now you can read docs or check more examples For example, you can create new bot command handler with: from surfgram import APIObject, Bot from surfgram.types import BotCommand from typing import Callable, List class StartCommand(BotCommand): @property def __names__(self) -> List[str]: return ["start"] # target: /start @property def __callback__(self) -> Callable: return self.handle async def handle( self, update: APIObject, bot: Bot ) -> None: await bot.send_message( chat_id=update.message.chat.id, text="Hello, world!" ) Thanks you for reading!  ( 3 min )

Scale to 10M Users: CQRS in NestJS for API Performance In today's digital landscape, building applications that can handle millions of users requires thoughtful architecture decisions. Command Query Responsibility Segregation (CQRS) is one such pattern that helps maintain performance at scale. Let's explore! CQRS splits your application into two models: Command model: Handles create, update, and delete operations Query model: Manages read operations This separation addresses the reality that most applications have asymmetric read/write loads—typically with reads far outnumbering writes. First, install the required packages: npm install @nestjs/cqrs uuid kafkajs redis mongodb pg src/ ├── commands/ │ ├── handlers/ │ ├── impl/ ├── queries/ │ ├── handlers/ │ ├── impl/ ├── events/ ├─…  ( 5 min )

As a frontend developer, I’m always looking for tools that help me work faster, debug smarter, and design more efficiently. Chrome extensions are one of the most underrated ways to improve your workflow. Many of them save me minutes (or even hours) every single week. Here are the Chrome extensions I personally use and recommend, along with how I use them: ⚛️ React Developer Tools An absolute must-have if you’re working with React. It lets you inspect the React component tree, see props and state at a glance, and even track changes. Super useful for debugging and understanding how everything fits together in a React app. 🧠 Redux DevTools If your app uses Redux, this extension is gold. You can see every action, state change, and even time-travel through your app’s history. I use it regularl…  ( 4 min )

Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )

Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )

Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )

The intersection of Artificial Intelligence (AI) and blockchain technology, especially through AI agents and smart contracts, is revolutionizing industries by enabling unprecedented levels of automation, efficiency, and encryption security. Below, we explore some of the forefront use cases that highlight how this synergy is transforming various sectors. AI Agents are sophisticated entities capable of performing tasks that require human intelligence, such as decision making, problem solving, and learning. When powered by AI, these agents can efficiently handle complex tasks and even predict future outcomes based on data patterns. Smart Contracts, on the other hand, are self-executing contracts with terms directly written into lines of code. These eliminate the need for intermediaries and e…  ( 5 min )

Abstract This post delves into the AMD plpa_map.c License, a unique framework in the open source ecosystem that strives to balance proprietary protection with community fairness. We explore its historical roots, foundational principles, and evolving features, while comparing it with other common licensing models. With clear insights into its applications—from embedded systems to blockchain-based innovations—and a discussion on its challenges and future trends, this comprehensive overview serves as an essential guide for developers, legal analysts, and open source enthusiasts. For further details, refer to the Original Article. In the ever-changing world of software development and technology, licenses not only protect intellectual property but also define how code can be shared, adapted,…  ( 7 min )

Welcome, my fellow denizens of the cyber realm. If you've ever dared to manipulate a Python list like some medieval peasant, let me introduce you to a tool so blazingly efficient that it makes lists look like dial-up in a fiber-optic world: Queues. We’re running a little duel here—Python’s list.pop(0) versus deque.popleft(). The former? Laughable. It’s the floppy disk of data structures—archaic, slow, and embarrassing in modern computing. Meanwhile, deque? It’s the neural uplink to pure speed. Here’s the showdown: import timeit from collections import deque def list_pop(): lst = list(range(10**5)) while lst: lst.pop(0) def deque_popleft(): dqe = deque(range(10**5)) while dqe: dqe.popleft() if __name__ == '__main__': list_time = timeit.timeit(list_pop, number=1) deque_time = timeit.timeit(deque_popleft, number=1) print(f"List.pop(0) time: {list_time:.6f} seconds") print(f"Deque.popleft() time: {deque_time:.6f} seconds") Operation Execution Time List.pop(0) 1.218925 sec Deque.popleft() 0.006576 sec Read that again. Lists are basically waiting for the apocalypse while queues are flying first class to the future. The list operation is O(n)—which means each time you pop an element, the entire list gets shuffled like some analog relic. Deque, on the other hand, is O(1)—swift, seamless, untouchable. If you’re still using lists where queues would suffice, you’re practically inviting disaster. Imagine hacking the government’s mainframe with code so inefficient it takes a millennium to execute—no, thank you. Upgrade to deque, ascend beyond mortal constraints, and let your programs breathe the sweet air of efficiency. This has been Warlock's Data Structure Command Center—stay frosty out there.  ( 3 min )

As part of my work on VibeRoll, a next-generation video-sharing platform with blockchain integrations, I led the full backend architecture and DevOps implementation. This post outlines how I applied advanced DevOps practices, overcame infrastructure challenges, and built a CI/CD pipeline that aligns with industry best practices. The project is fully open-source and available at GitHub Repo. VibeRoll aims to blend social video sharing with NFT and AI integrations. The infrastructure requirements included: High I/O and network throughput for video uploads Real-time data support using Redis Token-based authentication and rate limiting Frequent iteration and deployments To deliver this reliably, I implemented a DevOps-first approach. I deployed the application on an Azure Linux VM, using: Node…  ( 4 min )

⚡ Boost React Performance with Lazy Loading + Suspense Rishabh Joshi ・ May 17 #react #javascript #performance #webdev  ( 2 min )

Let’s be honest—keeping up with front-end development trends feels a bit like trying to drink from a firehose. One day you’re mastering hooks in React, and the next you’re squinting at some tutorial on server components wondering if JavaScript just turned into a backend language overnight. Sound familiar? Welcome to web development in 2025. If you’ve ever googled “React vs Vue vs Next.js” at 2 a.m., I’ve been in those trenches—building products, managing teams, debugging code that was “working just fine yesterday.” This isn’t a tutorial or another trend roundup. It’s a brutally honest, slightly nerdy look at where the front-end world is heading—and whether you should ride the wave or sit this one out. React’s like that friend from high school who went on to start a company, win awards, and…  ( 5 min )

⚙️ Why Optimize React Apps? 🧠 The Problem In traditional React setups, all JavaScript code is bundled (using tools like Vite or Webpack) into a few files, often a single large main.js or bundle.js. On initial page load, the browser must download, parse, and execute this entire bundle before the application becomes interactive. Larger applications lead to larger bundles → slower Time-to-Interactive (TTI) and worse Largest Contentful Paint (LCP). Impact: Slower apps cause user frustration, higher bounce rates, and potentially worse SEO. Significantly reduce the initial JavaScript payload. Improve Time-to-Interactive (TTI), making the app usable faster. Enhance perceived performance and overall user experience, particularly on mobile and slow network connections. Reduce memory c…  ( 5 min )

So… is PHP dying? PHP continues to power a massive part of the web. It has evolved with modern practices and tooling, it’s still very much capable of delivering robust, scalable applications. And let’s be real, if you’re working in education tech, content management, or legacy systems, chances are PHP is part of your daily toolkit. With the rise of AI tools like ChatGPT and GitHub Copilot, one might wonder: Is PHP still relevant in this new world? Is it still relevant when AI is changing how we write and think about code? You can find the full article on Medium.com  ( 3 min )

Have you ever wondered how exactly your Linux system knows when a program is running, a file system is being mounted, or a new module is being loaded? It’s all happening deep inside the Linux kernel, and most of the time, we’re completely blind to it. But what if I told you there’s a way to peek inside, without rebooting the system, installing special software, or breaking anything? Welcome to the world of "kprobes", where you can trace important kernel events in real-time, like a system detective 🕵️‍♂️. Let’s dive in. Let’s say you’re running containers in production. One day, something feels off—a container might be doing something it shouldn’t. Is it spawning weird processes? Is it trying to mount a new filesystem? Is it trying to gain extra privileges? Is someone loading a sketchy ke…  ( 5 min )

Enums have long been a reliable and expressive way to represent a set of constant values in both Dart and Flutter. With the arrival of Dart 3, enums are no longer just simple constants — they now support advanced features that make them incredibly versatile. When used alongside sealed classes, another exciting Dart 3 addition, enums can help you build cleaner, more robust, and type-safe application logic. What are enums in Dart, and why they matter A look at Dart 3’s powerful enum upgrades Introduction to sealed classes and union types Real-world examples combining Enums with sealed classes for elegant modeling in Flutter apps Enums (short for “enumerations”) are a special kind of type in Dart that represent a fixed set of named values. They are particularly handy for situations where a va…  ( 5 min )

Imagine a world where your software development team & operations team work together like a well-rehearsed orchestra with no missed notes or clashing instruments just seamless harmony. That is the promise of DevOps. It is not a buzzword or a trendy tech term. It is a transformative approach that reshapes how organizations build deliver & manage software. At its core DevOps is a set of practices tools & cultural philosophies that unite software development with IT operations. The goal is to shorten the software development life cycle while delivering high quality software continuously. Let us look at the practical benefits of DevOps that go beyond theory & make a real impact on organizations of all sizes Speed is the new currency of business. In the past deploying a new software feature cou…  ( 5 min )

Let me get straight to it, I used to transfer data from Files.com or any other platform where files were dropped to our cloud buckets using scripts. It was all okay when the file sizes were within a few MBs, but things got painful once they grew into GBs. It started taking a lot more time. To speed things up, I tried running the transfer on a VM, it did get faster, but not faster faster, especially when the size crossed 400+ GB. That’s when I started looking for a better way to connect my GCP/AWS buckets directly with these storage platforms, something that could make the transfer process faster and more reliable. And that’s where rclone came into the picture. I have set it up on my vm as a job that runs the backups/transfer in ease sudo apt update curl https://rclone.org/install.sh | su…  ( 4 min )

🚨 BIG NEWS for all developers & learners! 🚨 💥 My project Hotel Wale is now officially OPEN SOURCE on GitHub! https://github.com/ahmadraza-09/Hotel-Wale https://www.hotelwale.com/ 🎯 Why I made it open-source? You can now: 🙌 Whether you're just starting out or already a pro — this repo is for educational and collaborative purposes only. Let’s build together, improve the code, and create something amazing as a community. 🔥 This is not just a project — it’s a chance to grow in public, contribute, and be a part of something real! OpenSource #ReactJS #TailwindCSS #FrontendDeveloper #WebDevelopment #GitHub #LearnToCode #BuildInPublic #DeveloperCommunity #HotelWale  ( 3 min )

Good error reporting is crucial in programming languages. Doing it at compile time was easy in ArkScript as we have all the context we need at hand, but since we compile code down to bytecode, which is then run by the virtual machine, we loose a lot of context: the source files, their path, their content, we don't have that anymore! Our runtime errors could only show the VM internal state. This article is about how it all changed. I went to the drawing board, and three solutions presented themselves to me: create a source location table in the bytecode, mapping an instruction to a file and line ; emit special instructions that would be skipped by the VM, and used only when the VM crashed, backtracking to find the nearest SOURCE instruction ; extend the size of instructions to 8 bytes and u…  ( 6 min )

Abstract: This post provides a holistic analysis of the 389 Directory Server License with in‐depth exploration of its history, core features, licensing philosophy, and future outlook. We discuss its technical aspects, fair code principles, dual licensing challenges, and how it compares with other well‐known licenses (such as the MIT License and GNU GPL v3). With practical examples, tables, and bullet lists, we offer clear guidance for developers, legal experts, and project managers to evaluate licensing challenges and harness potential innovations like blockchain-based monetization. Read on to discover why this license has been a pillar of secure directory services and how its evolution might shape the future of open source and fair code ecosystems. The role of licensing in software devel…  ( 9 min )

Bag of Words (BoW) is a foundational technique in text processing, where text is transformed into numerical vectors based on word presence and frequency. It is a simple yet powerful method for converting text data into a format that machine learning models can understand. Why the Name "Bag of Words"? The term "Bag of Words" comes from the idea that the model treats text like a "bag" of words: It only cares about the presence of words (do they exist?) and their frequency (how often they appear). Like items in a physical bag, the words are placed in without concern for their order or arrangement. Core Purpose Transform text (words or sentences) into numeric representations that machine learning models can understand. Transforms Text into Numeric Vectors: Each unique word in the text is…  ( 4 min )

Rust’s ownership system starts with the basics — mutability and variable bindings. If you're just getting into Rust, this concept is crucial to grasp before diving deeper. 🔗 Check it out here: https://gistr.so/thread/rust-basics-2024-lesson-6-variables-mutab-0yeo-vbkmu08  ( 2 min )

Starting with a fresh MacBook can be exciting, but navigating corporate IT requirements can feel daunting. This article demystifies the process, offering a step-by-step guide to ensure a smooth and efficient setup that aligns with your company's policies and empowers your productivity from day one. This article will focus on a persona of a Python Developer but is transferable for any developers. MacBook Depending on your company, the Macbook provided to you as a developer workstation can pose certain difficulties when compared with a privately own MacBook. Namely: You will not be sudo of your workstation A proxy could be implemented as company policy Not being sudo will be the main difficulty and we will see how to navigate around that and still comply with your company policies, meaning…  ( 7 min )

So, I gathered over 15K followers over the span of one year here in dev.to, but it's all vain when you don't get enough views as you're supposes to get. The dev.to algorithm just doesn't do it for me anymore. I can't even post regularly because of my caught upon schedule and posting here also doesn't feel worth it. So I quit. Thank you for everything. If you want updates from me... Follow me on X: @Mince_2328 Should I unquit? Idk....  ( 2 min )

Psicologia das decisões, arquitetura da informação e dark patterns. Quando você clica em um botão, desliza um controle ou preenche um formulário… Você realmente escolheu fazer aquilo? Ou a interface já havia decidido por você, através de posicionamento, cor, linguagem ou contexto? Sistema 1: Rápido, automático, inconsciente. Usa heurísticas, hábitos e emoções. Sistema 2: Lento, consciente, deliberado. Usa lógica e análise. Designs eficazes interagem majoritariamente com o Sistema 1, que é preguiçoso e busca atalhos. Isso faz com que pequenas decisões visuais tenham enorme influência sobre nossas ações. O layout, cores, texto e ordem dos elementos não são neutros. Eles criam: Foco visual: o que salta aos olhos é o que mais recebe cliques. Hierarquia de opções: o que parece "importante" ou…  ( 5 min )

Email is a fundamental part of our digital lives, but have you ever wondered how it actually works behind the scenes? In this guide, I'll walk you through setting up a basic mail server using Postfix on Linux, explaining each component in beginner-friendly terms. refer the git repo for further info https://github.com/Harivelu0/shellscript-projects/tree/main/email_server A mail server is like a digital post office. It receives, sorts, and delivers electronic mail. When someone sends an email to you@yourdomain.com, a mail server handles receiving that message and putting it in your inbox. Postfix is one of the most popular mail server software applications for Linux. It's: Reliable and secure Relatively easy to configure Used by many organizations worldwide Think of main.cf as the control pa…  ( 5 min )

選定理由と所感 Tianjin Universityの研究 paper: https://arxiv.org/abs/2504.18243 https://zenn.dev/knowledgesense/arti./cles/10b2b5f772b810 【社会課題】 【技術課題】 【提案】 【効果】 ハイエンドなLLMは利用コストも高いため、ロウエンドモデルを Finetuneもしくは知識蒸留 して用いる。 実験  ( 2 min )

The Cisco 300-715 SISE exam, part of the CCNP Security track, validates your expertise in implementing and configuring Cisco Identity Services Engine (ISE). It's a powerful Network Access Control (NAC) solution that enforces Zero Trust architecture, ensures device compliance, and supports centralized identity management. This isn’t your typical “router-and-switch” cert. It dives deep into: Authentication, Authorization, and Accounting (AAA) Policy enforcement and profiling Endpoint visibility and segmentation Integration with Active Directory and third-party tools Secure access control via wired, wireless, and VPN Here’s Cisco’s official exam guide if you want the nitty-gritty. Two words: DevSecOps and Zero Trust. As more development environments demand embedded security practices, underst…  ( 6 min )

In today’s fast-paced academic and professional world, staying updated with the latest research is overwhelming. Resego AI simplifies the entire process with smart summarization, insight extraction, and organized storage. Body: CTA: No technical skills needed. Just sign up and start making your research efficient.  ( 2 min )

One thing I learned about: Examples of DAO governance data Proposal creation and execution Votes Vote delegation Governance token staking Treasury movements 🔽🛠️Resources🔽 OpenZeppelin Governor: https://docs.openzeppelin.com/contracts/governance Tally: https://docs.tally.xyz/user-guides/governance-frameworks Element modular on-chain governance platform: https://messari.io/report/governor-note-evolving-on-chain-governance-with-element-council  ( 2 min )

Hey everyone! 👋 I am thrilled to announce to you that I have implemented a push notification feature on my ChatX project. How it works 1. Service Worker A Service worker is a JavaScript file that runs in the background of your browser independently from the web page. It allows your app to handle things like push notifications, background syncing, and caching even when the user is not actively on your site. 2. VAPID Keys These are cryptographic keys that authenticate your server with the browser’s push service. They allow you to send web push notifications securely and directly, without relying on external services like Firebase Cloud Messaging (FCM). 3. Subscription When a user allows push notifications, the browser creates a subscription object containing an endpoint URL …  ( 4 min )

Abstract This post delves into the Mozilla Public License 1.1 (MPL 1.1) in depth by providing historical background, key concepts, practical applications, challenges regarding dual licensing and exploitation, and future outlooks in the evolving open source ecosystem. We explore MPL 1.1’s role as a balanced license that supports both community collaboration and proprietary integration, while also comparing it against alternative frameworks. In addition, this post examines related innovations—including blockchain-driven fair code compensation models—and integrates insights from authoritative sources and industry experts. The world of open source software thrives on clear, fair, and sustainable licensing models. Among these, the Mozilla Public License 1.1 (MPL 1.1) has emerged as a notable …  ( 7 min )

Dear Dev Community, Between classes, late-night coding, and the occasional existential crisis, I realized something: school can be overwhelming. There’s always a deadline, always a distraction, and platforms like WhatsApp or Telegram—while useful—aren’t really designed for focused learning. So instead of just complaining about it, I decided to build something. 🎓 Meet Rucks. 🧠 The Problem I wanted something that understood student life. So I built it. ✨ What is Rucks? Plan their days and assignments Track learning goals Reflect and improve Stay motivated without social media noise It’s simple, focused, and built around real academic pain points. It also integrates MxAnalytica, a small analytics engine I built to help improve the experience based on real usage—not assumptions. 🔧 Tech Stack Backend: Dart Frog + Drift for lightweight local storage Analytics: MxAnalytica (custom engine) No Google services — I wanted to build something privacy-respecting and independent 📦 Why I Built It This Way "Between classes, coffee sips, and the occasional existential crisis." Every design choice was guided by real needs and actual friction points I (and my peers) experience as students. 🔍 What’s Next? I'm also exploring ways to monetize it without compromising the experience. If you’ve built something similar or have thoughts on that, I’d love to hear from you. 🧑‍💻 Call for Feedback & Collab Got ideas? Want to test it out? Just curious? ronov9000@gmail.com Let’s build better tools for learning—together. — Thanks for reading, @rono0365  ( 3 min )

Monitoring your infrastructure is crucial for reliability and performance. In this article, we'll walk through a simple and effective monitoring stack using Docker Compose, featuring Prometheus for metrics collection, Grafana for visualization, and Node Exporter for exposing host metrics. . ├── docker-compose.yml ├── prometheus.yml └── provisioning/ └── datasources/ └── prometheus.yml docker-compose.yml File Let's break down the main components of the docker-compose.yml file: services: prometheus: image: prom/prometheus:v3.3.1 container_name: prometheus ports: - "9090:9090" volumes: - ./prometheus.yml:/etc/prometheus/prometheus.yml - prometheus_data:/prometheus networks: - monitoring grafana: image: grafana/grafana:12.0.0 …  ( 5 min )

Successfully hosted a static portfolio using S3 + CodePipeline, documented the entire flow, fixed initial errors, and gained hands-on AWS experience. "Show your portfolio using S3 and CodePipeline." That's what the interviewer said. And guess what I did? I half-did it — only used S3, completely forgot about CodePipeline. Classic fresher moment. But I didn’t stop there. After some caffeine, chaos, and clicking around AWS documentation like a lost tourist, I figured it out! Hosted my portfolio on Amazon S3 deployment using AWS CodePipeline(if you change in index.html it will sudden showcase)--i think automated i don't know I’ve documented every step and every mistake (yes, including naming my bucket static-website-hosting-swiggy because... panic mode ). Lessons learned: Don’t rush. AWS has enough buttons to confuse the calmest soul. Automate with CodePipeline — it’s not just for big apps. As a fresher, do it right the first time — or document how you almost didn't and fix it. That’s still growth. Full write-up (steps + mistakes + current working solution): https://github.com/devops-methodology/static-website-hosting Big thanks to the interviewer who unintentionally gave me my weekend project. Let me know if you'd like me to tag your GitHub/doc link or refine anything. Ready to go viral with a smile.............. TO FOLLOW for more projects & updates---- my GitHub profile - https://lnkd.in/gFnaRiS6 nextwork org link- https://lnkd.in/gpXTAeY5 dev.to -https://lnkd.in/gFRpihNq medium.com- https://lnkd.in/g_iCpfsb hashnode- https://lnkd.in/gSqR6GAn bento- https://lnkd.in/g9zgrdhw  ( 3 min )

Hi guys were looking for a lead developer to help us get a new cloud platform over the line with the view of becomming a partner and technical lead in the future. This can be a part time project to fit in with your current commitments. Please reach out if interested and I will jump on a call to discuss this in more detail. Looking forward to hearing from you Ed.  ( 2 min )

Building Your Own Meme Generator with Model Context Protocol (MCP) Model Context Protocol (MCP) has revolutionized how AI assistants interact with external tools and services. In this tutorial, I'll show you how to create a fun and practical Meme Generator MCP that works with AI assistants like Claude in Cursor or Cline. The Model Context Protocol (MCP) is a standard that allows AI assistants to interact with external tools, services, and data sources. By creating custom MCP servers, you can extend AI capabilities with specialized tools tailored to your needs. Our Meme Generator MCP will have three main components: A Next.js web application that displays memes An MCP server that handles requests from AI assistants Configuration for AI tools like Cursor or Cline First, let's create a Next…  ( 6 min )

What I've learned by building a fully serverless application Lucas Geovani Castro Brogni ・ May 16 #serverless #node #aws #mongodb  ( 2 min )

The retail industry is undergoing rapid digital transformation, driven by the evolving expectations of consumers and advancements in technology. At the heart of this shift lies retail store software, a critical tool that powers everything from inventory control and customer engagement to sales tracking and data analytics. For developers looking to build robust retail store systems, understanding the unique demands of this space is not just beneficial—it’s essential. In this guide, we’ll walk through the most important considerations developers must take into account before building retail store software, including technical architecture, feature requirements, scalability, and real-world operational challenges. Before diving into code, developers need to familiarize themselves with how mode…  ( 6 min )

Understanding JavaScript's Memory Leak Patterns Introduction JavaScript, as a programming language designed for building interactive web applications, has evolved significantly since its inception in the mid-1990s. The increasing complexity of modern applications and their dependence on dynamic content have led to a pressing need for developers to understand not only how to write efficient code but also how to manage memory effectively. One of the most pernicious issues that can arise in long-running JavaScript applications is the memory leak, which can lead to decreased performance and application crashes. In this comprehensive guide, we will delve into the patterns, causes, and solutions regarding memory leaks in JavaScript. We will cover historical contexts, in-depth code …  ( 6 min )

What is a parallel public chain? The transaction execution of traditional smart contract platforms (such as Ethereum) is serial: one transaction can be executed only after the next one is executed, and even if the transactions do not affect each other, they cannot be processed in parallel. This leads to a very low throughput (TPS). Ethereum has an average of only a dozen TPS, and transaction congestion and gas fees soar during peak hours. Parallel public chains are different. They analyze the dependencies between each transaction and execute independent transactions on multiple computing cores at the same time. In layman’s terms, it is to make the blockchain multi-channel parallel operation like an assembly line, split the tasks into small pieces and process them in parallel, which can gre…  ( 6 min )

Hey fellow developers! 👋 I’m excited to share that I’ve recently started writing technical articles on Medium to document and share my learning journey. This all began after attending an inspiring session by Anu Sharma at the KIET Technoverse event, where I was encouraged to showcase my projects and concepts through writing. To kick things off, I wrote a detailed guide on solving the Smallest Distinct Window problem using the sliding window algorithm in Java — a classic but tricky coding interview problem. In the article, I cover: Understanding the problem step-by-step Brute force and optimized sliding window approaches Detailed Java code snippets with explanations Time and space complexity analysis If you’re prepping for interviews or want to strengthen your string and hashmap skills, this might be helpful! 🔗 Check out the full article here on Medium I’m looking forward to writing more and would love your feedback and suggestions! Happy coding! 🚀  ( 3 min )

If you’re managing IP restrictions for an Azure App Service, you’ve likely encountered the need to add, update, or remove IP addresses for access control. Doing this manually can be cumbersome and prone to errors, especially when dealing with multiple environments or services. By using an Azure DevOps (ADO) pipeline, you can automate IP whitelisting, ensuring that changes are applied consistently. In this guide, I’ll walk you through using the Azure CLI in an Azure DevOps pipeline to manage IP restrictions dynamically. We’ll set up a pipeline that: Accepts an IP address and rule name as parameters. Prerequisites Azure CLI installed on your DevOps agent. Azure Service Connection in ADO, allowing access to your Azure subscription. Resource Group and App Service name where you plan to impleme…  ( 5 min )

This turned out to be a pretty cool concept. While working on my site monitoring app, I had around three or four services like uptime checks, DNS lookups, pinging, and a few others. Since I’m not much of a UI designer, I ended up creating separate files for each service, even though they all shared the same layout. That’s when I discovered Flask’s template inheritance. Instead of repeating the same code over and over, you can create a base layout and reuse it wherever you want. It really helped clean things up and made everything way easier to manage. Here’s how you can set it up. template-inheritance home about contact Then, in your child template, you extend the base and override that block: {% extends "base.html" %} {% block content %} hello world!! {% endblock %} That way, you get the shared layout and can customize parts of the page without repeating your code.  ( 3 min )

Abstract: This post provides an in‑depth exploration of the ISC License Modified, its origins, fundamental features, applications across industries, and its role in the open source and fair code licensing ecosystem. We dive into its background, core concepts, challenges, limitations, and future innovations. Careful attention is given to how it compares with other well‐known licenses and to practical examples, including dual licensing strategies and real-world adoption. With clear technical insights, descriptive tables, and bullet lists, this post offers a holistic view to help developers, organizations, and open source enthusiasts navigate the evolving landscape of licensing and funding in the era of blockchain, decentralized finance, and community governance. The ISC License Modified is …  ( 8 min )

Twitch User Guide for Beginners Welcome to Twitch! What is Twitch? How to get Started? Creating a Twitch Account Setting Up Your First Stream (Optional) Navigating the Twitch Interface Following and Watching Streamers Using Chat Earning on Twitch Tips and Etiquette FAQs What is Twitch? Twitch is a live streaming platform where users can watch and broadcast content, especially gaming, music, chatting, art and creative streams. Viewers can watch, chat, and interact in real time. Before using Twitch, you will need: A stable internet connection A computer or mobile device Webcam Streaming software (e.g., Twitch Studio, OBS Studio) Headphones for better audio experience (Optional) Folow these steps to create an account: Go to www.twitch.tv Click “Sign Up” (top right). Fill in your: User…  ( 4 min )

🚀 Live Demo: https://resume-org.vercel.app Introduction Building a resume can be a tedious task, especially when you want a polished, professional look without spending hours on formatting. To solve this, I decided to create a full-stack Resume Builder web app that offers users multiple templates, a dynamic editor, and seamless export to PDF. In this post, I’ll share the features, tech stack, challenges, and future plans of this project, along with a live demo you can try out yourself. Tech Stack Overview To build a modern, scalable application, I chose the following technologies: Next.js — For both frontend and backend with React and API routes Prisma ORM — To manage PostgreSQL database schema and queries efficiently PostgreSQL (hosted on NeonDB) — For storing user data and resume in…  ( 4 min )

Recently, I built a Python-based scraper that collects public video data from YouTube channels — without using the official API. This was a fun and insightful project where I explored how YouTube structures its data and how to extract information efficiently. The script can extract the following: Video Titles View Counts Publish Dates Video URLs Thumbnails It works directly from channel pages by sending requests and parsing the HTML with BeautifulSoup. I recorded a short demo of the scraper in action: 👉 Watch on YouTube The complete Python code is open-source and available here: 👉 View GitHub Repository requests BeautifulSoup (from bs4) re for regex json for parsing dynamic data blocks YouTube's official Data API has: Quota limitations Requires API key setup More overhead for small-scale scrapers So I challenged myself to build a solution that works purely via scraping — lightweight and fast. I’m considering adding: CLI flags for custom inputs CSV/JSON export support Playlist/channel crawler Error handling & logging Would love feedback and suggestions from the community! If you've worked on similar projects or want to collaborate, feel free to reach out. Also open to contributors or testers!  ( 3 min )

Check out this Pen I made!  ( 2 min )

Introduction Cloudflare recently launched 13 remote MCP servers—a massive leap toward making AI not just smart, but actually useful in real-world infrastructure management. In this post, I’ll show you: What MCP (Model Context Protocol) is. What Cloudflare is doing with it. How you can interact with your Cloudflare infrastructure via Python and MCP. A practical example to fetch DNS records for a domain. 🤖 What is MCP? MCP (Model Context Protocol) is an emerging standard that allows LLMs (like Claude or ChatGPT) to interact with external tools in a structured and secure way. Think: ChatGPT that can talk to your database, cloud, GitHub, or even smart home devices—with permission. Cloudflare’s MCP servers expose core services (like DNS, WAF, analytics, Workers) as AI-ac…  ( 3 min )

VLANs and Trunking: Segmenting and Aggregating Your Network Introduction: Virtual LANs (VLANs) and trunking are fundamental networking concepts crucial for efficient network management. VLANs logically segment a physical network into multiple broadcast domains, improving security and performance. Trunking allows multiple VLANs to travel over a single physical link. Together, they provide a robust and scalable network architecture. Prerequisites: Implementing VLANs and trunking requires a managed switch capable of supporting 802.1Q tagging (for trunking). Basic network understanding, including IP addressing and subnetting, is also essential. Features: VLANs offer broadcast domain isolation. Each VLAN acts as a separate network, limiting broadcast traffic and improving security. Trunki…  ( 3 min )

Check out this Pen I made!  ( 2 min )

This article provides a complete overview of Java variables, covering everything from basic concepts to modern features like local variable type inference var. It explores variable types, declaration, initialization, scope, lifetime, and naming conventions. Whether you're preparing for an interview or seeking a quick refresher, this guide provides essential insights. Table of Contents What is a Variable? Variable Types Declaring and Initializing Variables Naming Conventions and Legal Identifiers for Variables Variable Scope and Lifetime Local Variable Type Inference (var) Java classes have two primary elements: methods, often called functions or procedures in other languages, and fields, more generally known as variables. Together these are called the members of the cl…  ( 10 min )

Imagine pouring money into your product, marketing, and SEO… only to watch users bounce because your app took 5 seconds to load a dashboard. You didn’t just lose a user. trust, potential referrals, revenue—and future growth. Welcome to the world where query optimization isn’t just a backend task—it’s a business decision. Let’s break it down. Every time your app executes a poorly optimized query: You're adding load to the database (which can slow down everything else). You're increasing cloud/database server costs. You're delivering a frustrating user experience. You're risking churn for every second of delay. 💸 Amazon found that every 100ms of latency cost them 1% in sales. Read the case study Modern web apps aren't just static pages—they’re dynamic, data-driven, and expected to be light…  ( 4 min )

What is "Keywordkönig"? Keywordkönig (German for "Keyword King") is a fictional term — but currently the centerpiece of a public SEO competition in Germany. The challenge: rank on Google for a completely non-existent keyword, using only legitimate SEO practices. No AI spam, no blackhat tricks, no link buying. In an age of AI-generated content and SEO saturation, this contest is an experiment to test the power of: Strong on-page structure Thoughtful internal linking JSON-LD structured data (BlogPosting schema) Entity reinforcement across trusted platforms Our team at SEMFLOW is participating publicly and transparently. You can follow our entry here: 👉 https://www.semflow.de/ratgeber/seo/keywordkoenig/ Manual, original content (no AI articles) BlogPosting structured data including author, keyword, and publication date Internal linking from high-context subpages Contextual mentions on trusted external sources (Medium, DEV, LinkedIn) We’ve seen that tools like ChatGPT, Perplexity, Claude and Gemini are increasingly surfacing well-structured, semantically clear public articles. This post helps define Keywordkönig as a legitimate concept, tying it to a real brand (SEMFLOW) and anchoring it within an LLM-trusted platform. If you're curious about SEO in the age of LLMs, content clustering, and entity-building — we’d love to exchange insights with you.  ( 3 min )

Next.js is a powerful React framework that enables developers to build server-rendered applications and static websites with ease. It simplifies the process of creating complex web applications by providing features like automatic code splitting, server-side rendering, and static site generation. This document explores the key features, benefits, and use cases of Next.js, making it an essential tool for modern web development. Server-Side Rendering (SSR) Static Site Generation (SSG) API Routes Automatic Code Splitting File-Based Routing Benefits of Using Next.js Improved Performance: With SSR and SSG, Next.js applications load faster and provide a better user experience. SEO Friendly: The ability to render pages on the server enhances SEO, making it easier for se…  ( 4 min )

Want reactive behavior without Vue or MobX? You already have the tools: With just these two features, your plain objects can monitor, report, and adapt — without any external libraries. https://javascript.plainenglish.io/native-reactivity-made-simple-proxy-reflect-explained-for-2025-a7b88bab6418  ( 2 min )

Still getting weird bugs when your method runs inside a timer or event? It’s almost always about this. Here’s how to avoid it — clean, modern, and battle-tested: Context bugs are silent killers. These patterns will save your logic and your weekends. https://javascript.plainenglish.io/context-matters-in-javascript-writing-this-safe-code-in-2025-e6364a88d17a  ( 3 min )

How can we do the backdrop blur with Compose?  ( 2 min )

8 Years Later, The Tank Fires Again Devesh Agarwal ・ May 17 #cpp #gamedev  ( 2 min )

The wide variety of libraries and frameworks available in the Java ecosystem will bring developers powerful, specific tools for creating AI applications that enable a variety of subjects, including machine learning and natural language processing. Whether you’re just a beginner with machine learning or looking to level up your current projects, this blog will help you to go through some of the best AI tools and libraries available to Java developers today. Want to dive deeper into effective Java unit testing? AI for Java: key benefits and strength Here are the key benefits of using AI for Java Development, it includes: • Code Completion: Ai tools can understand what you are writing and it provides suggestions as you type. You will spent less time in debugging, fewer typos, and more focus…  ( 8 min )

Effective 1 on 1 meetings have become more than just a managerial formality — they're a critical tool for employee engagement, retention, and growth. As organizations strive to build high-performing teams, the focus has shifted from tracking performance to developing potential. And that’s exactly where a well-structured 1 on 1 meeting can make the difference. The Rising Importance of 1 on 1 Meetings in 2025 effective 1 on 1 meetings. These meetings are no longer just about status updates — they are the heartbeat of meaningful employee development. What Makes a 1 on 1 Meeting Truly Effective? 1. Consistency Builds Trust 2. The Employee Sets the Agenda Trending tip: In 2025, many companies are adopting “bottom-up” meeting frameworks to enhance ownership and engagement. Platforms like Lead Ho…  ( 5 min )

This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. Introduction Computer vision, a dynamic field within artificial intelligence, empowers machines to interpret and understand visual data, mirroring human capabilities. This encompasses tasks ranging from basic object recognition to sophisticated scene understanding and behavior analysis. Its impact is pervasive, driving innovation in autonomous vehicles, medical diagnostics, robotics, and countless other sectors. Computer vision moves beyond mere image recognition; it equips machines with the capacit…  ( 14 min )

DDL (Data Definition Language) 1.Create DML(Data Manipulation Language) Insert Update Delete DCL( Data Control Language) Grant Revoke TCL (Transaction Control Language) Commit Rollback Savepoint DQL (Data Query Language) Select  ( 2 min )

NumberGuessingGame package pratice; import java.util.Scanner; import java.util.Random; public class NumberGuessingGame { public static void main(String[] args) { Scanner scanner = new Scanner(System.in); Random random = new Random(); int lowerBound = 1; int upperBound = 100; int numberToGuess = random.nextInt(101); int numberOfTries = 0; int userGuess = 0; System.out.println("🎮 Welcome to the Number Guessing Game!"); System.out.println("I have selected a number between " + lowerBound + " and " + upperBound + "."); System.out.println("Can you guess it?"); while (userGuess != numberToGuess) { System.out.print("Enter your guess: "); userGuess = scanner.nextInt(); …  ( 4 min )

The Cloud Computing Reference Model is a formalized model that outlines the main elements, relationships, and behaviors within a cloud system. It offers stakeholders a common vocabulary and conceptual framework for working with cloud architecture. This model is an archetype for comprehending the structure of cloud services and how they are delivered. In 2025, the Cloud Computing Reference Model was developed to support newer technologies and business requirements. With the evolution of artificial intelligence, edge computing, and serverless architecture, this model provides a framework to implement these innovations within cloud infrastructure. This model helps organizations coordinate their cloud strategies with existing and emerging technological trends, making them scalable, secure, and…  ( 5 min )

Struggling to stand out in a sea of resumes? You're not alone. Your resume is your first impression—and in 2025, it's all about smart, tailored, and professional. That’s where InstaResume.io comes in. Unlike generic templates or outdated formats, our tool uses: ✅ AI-powered suggestions to highlight your most marketable skills ✅ Professionally designed ATS-friendly templates ✅ Smart formatting that adapts to your industry and experience level ✅ Real-time content tips to optimize keywords for recruiters Whether you're a: Fresh graduate Career switcher Senior professional Freelancer or creative Our builder helps you craft a resume that reflects your true value—not just job titles. Choose from modern, clean resume templates Add your info or import your LinkedIn profile Let our AI recommend bullet points and skill keywords Download in PDF and apply with confidence No fluff. Just focused, recruiter-ready resumes. “I got interview calls within a week of updating my resume!” “The AI suggestions saved me hours of formatting and writing.” “Clean, elegant templates that pass ATS—finally!” 👉 Build your resume in minutes: https://instaresume.io/resume-builder Take control of your career narrative and make your resume work for you—not against you.  ( 3 min )

🚀 What Are Generics in TypeScript? When developing applications, we often need flexibility while maintaining type safety. TypeScript’s Generics solve this challenge by allowing us to create reusable components that can work with multiple data types. In this guide, we’ll break down generics step by step, ensuring you fully understand how to use them efficiently. Without generics, you would need separate functions for different data types. For example: function returnString(value: string): string { return value; } function returnNumber(value: number): number { return value; } This approach leads to redundant code. Generics solve this problem by creating a single function that works for all types. Generics use a placeholder type, such as , allowing a function to handle various dat…  ( 5 min )

Buy Me a Coffee☕ *My post explains variable assignment. *Memos: The one or more references of one or more lists are stored in a variable. v1 and v2 have the same references of the same shallow list. v1 and v2 have the same references of the same deep list. #### Shallow list #### # ↓↓↓↓↓↓↓↓↓↓↓ ↓ v1 = ['a', 'b', ['c', 'd']] # Equivalent v2 = v1 # ↑↑↑↑↑↑↑↑↑↑ # v1 = v2 = ['a', 'b', ['c', 'd']] # Deep list print(v1, v2) # ['a', 'b', ['c', 'd']] ['a', 'b', ['c', 'd']] v2[1] = 'B' v2[2][0] = 'C' # ↓↓↓ ↓↓↓ ↓↓↓ ↓↓↓ print(v1, v2) # ['a', 'B', ['C', 'd']] ['a', 'B', ['C', 'd']] *Memos: copy() can be used for shallow copy. v1 and v2 have the different references of the different shallow lists. v1 and v2 have the same re…  ( 4 min )

Buy Me a Coffee☕ *Memos: My post explains parameters and arguments. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. My post explains [] and () for variables in variable assignment. My post explains [] and () for variables for statement. My post explains shallow copy and deep copy. You can assign one or more values to one or more variables as shown below: v = 5 print(v) # 5 v = 10 print(v) # 10 *str type cannot be changed by accessing each character so use list() and join() to do that. v = "Orange" print(v, v[0], v[1], v[2], v[3], v[4], v[5]) # Orange O r a n g…  ( 4 min )

📚 What I Learned: Refreshed Core Web Fundamentals: Revisited the basics of HTML, CSS, and JavaScript that I learned through FreeCodeCamp last year, focusing on clean markup, styling fundamentals, and scripting logic. Version Control with Git: Learned essential Git commands such as git init, git add, git commit, git branch, and how to manage repositories with better workflow practices. Introduction to React: Got started with React fundamentals — understanding JSX syntax, creating functional components, and getting familiar with common project file structures. Deploying with GitHub Pages: Learned how to deploy React projects from a multi-project repository by running npm run build, placing the output into a docs folder, and configuring GitHub Pages to serve the site — gaining hands-on experience with static site hosting and deployment workflows. 🛠️ What I Coded (Highlights): Practiced dynamically rendering arrays of objects in React components. Built components that display different content based on the property values (props) passed in — gaining hands-on experience with conditional rendering and data-driven UI.  ( 3 min )

Redis is not just a cache—it's a blazing-fast, in-memory data structure store that can do so much more. Let’s dive deep into what Redis is, why you should use it, and how to integrate it effectively. Redis (REmote DIctionary Server) is an open-source, in-memory data store that can be used as: A database A cache A message broker A queue system It stores everything in memory (RAM), making it ultra-fast ⚡, and supports persistence through disk snapshots and append-only files. Here’s a simplified visual of how Redis fits into your application stack: Core concepts: Key-Value Store – Basic data model. Data Structures – Strings, Lists, Sets, Sorted Sets, Hashes, Streams. Pub/Sub – Real-time communication between services. Persistence – Save data with RDB snapshots or AOF. High Availability…  ( 4 min )

Article originally published here : https://alsohelp.com/blog/how-to-display-git-shortsha-in-terminal I had a problem displaying the image here on dev.to, everywhere else, the text is fine Article below : The answer is already given in this StackOverflow answer more than 6 years ago (!) and still holds true nowadays : git rev-parse --short HEAD # 4d7b213 In Git every commit is identified by a 40-character hexadecimal string named the "Git SHA". See the commit number pointer by the arrow ? (view it in original article) Yes, that's the git short SHA. Only the first 7 digits amongst the 40. The risk of collision is small enough to identify uniquely each commit. You can define an alias, on Linux or Windows, in order to display it without to remember the whole command : alias shortsha='git rev-parse --short HEAD' (exemple from my Linux machine) Will be used like this : shortsha # 4d7b213 Neat! Sometimes, you will try some attempt to display it somewhere in the footer, in order to increase confidence about which version of the website is deployed. I like and use it, but I admit it's not very common though. That was a quick recap about the git short SHA.  ( 3 min )

Tired of juggling tasks across multiple tools and endless meetings that break your flow? Teamcamp is built for developers who want to stay in sync without sacrificing deep work. In this demo, we’ll walk you through everything you need to streamline your workflow—from async updates and real-time collaboration to visual task boards, team chat, and client management. Whether you're managing sprints, tracking bugs, or collaborating across time zones, Teamcamp keeps your entire dev team aligned in one intuitive platform. 🔍 What you'll see in this video: Async team communication without daily stand-up fatigue Kanban boards & issue tracking designed for dev workflows Real-time project updates & visual progress tracking Seamless collaboration with cross-functional teams Powerful team messaging, task comments, and client access How to keep your dev squad focused, not overwhelmed Start building smarter. Collaborate better. https://www.teamcamp.app  ( 3 min )

Leapcell: The Best of Serverless Web Hosting Node.js combined with Express.js remains a golden combination for building efficient web applications. When we need to provide dynamic HTML content to the client, Express introduces the concept of a "view engine". Over the years, EJS (Embedded JavaScript) has become a popular choice due to its simplicity. However, since the advent of React, JSX (JavaScript XML), with its component-based UI construction approach, has gained enormous favor among developers, and its philosophy is also fully applicable to server-side rendering. This article will delve into how to use traditional EJS and modern JSX to implement server-side rendering (SSR) in an Express.js application developed with TypeScript. We will compare their advantages and disadvantages, speci…  ( 14 min )

How High-Performing Dev Teams Use Async Communication to Stay Productive Pratham naik for Teamcamp ・ May 17 #webdev #productivity #devops #opensource  ( 2 min )

Introduction In the fast-paced world of software development, every line of code counts—and so does every minute of your day. As tech teams increasingly embrace remote and hybrid models, we must clearly rethink how we communicate. Daily stand-ups, endless Zoom calls, and constant Slack notifications are no longer the productivity boosters they once seemed to be. Instead, high-performing developer teams use asynchronous (async) communication to stay aligned, reduce interruptions, and get more done. Daily stand-ups were designed to be quick, focused meetings to keep teams in sync. But in reality, they often: Happen at inconvenient times across time zones Turn into lengthy status updates Break developer flow and deep work Add unnecessary meeting fatigue According to a recent GitLab Remot…  ( 5 min )

Well, I want to say something here before moving forward. I had no idea people would read my first post, especially since it was my first time writing an article. I'm really grateful for the love and support shown here. For those seeing my posts for the first or second time (P.S. this is my second post) 😂. I'll be sharing what I’ve been working on since the last one. It’s been… how do I put this? An up-and-down kind of journey. After telling people how I got into tech, I went back to the hustle. And now, I’ll try my best to give you all the details, bit by bit. I’ve been building products for over 4 years now. I built my first project in the second year of my tech journey. We tried creating a forum and thought that just making it look better was enough to make it successful. Now that I’m …  ( 6 min )

Hey there, fellow devs! I’m Rachit, a Python-obsessed engineer who likes building intelligent tools that do more than just show to-do lists and toast messages. I recently joined DEV to share my journey, projects, and ideas — and connect with folks who enjoy building things that solve actual problems (with a little sarcasm on the side). 🧰 I build modular AI assistants that talk back — literally. My project JargonAI is a sarcastic butler AI that can control systems and Android devices. 💰 I’m also making a beautiful expense tracker using Flet. 🕵️‍♂️ Currently working on a Scam & Phishing Detector using ML. 🧪 On the side, I’ve dabbled in game dev with Pygame, AI + YARA antivirus, and ML-powered fake review detection. Languages: Python (favorite), JavaScript (basic) Tools: Flet, Pygame, Scikit-learn, Git Concepts: AI Agents, System Control, ML, OOP I plan to explore: Reinforcement Learning – because what’s better than training an agent to make bad decisions before it learns not to? More work on open-source tools that think (or at least pretend to). 💻 GitHub 🌐 Portfolio 🧠 LinkedIn If you’re into AI, Python, or building tools that bite back — hit follow, drop a comment, or just say hi! “Adaptability and consistency are my strengths. Ignorance is a bug — and I’m debugging it every day.”  ( 3 min )

Adding scroll-based animations to your website used to mean reaching for JavaScript — from scroll event listeners to Intersection Observers or third-party libraries like ScrollMagic or GSAP. But what if you could get the same effect with just pure CSS? Meet the modern magic of CSS: animation-timeline: view(); With this property, you can create scroll-triggered animations without a single line of JavaScript. Smooth. Performant. Declarative. ⸻ 🧠 What Is animation-timeline: view();? The animation-timeline property allows CSS animations to be driven by something other than time. When you use the special value view(), the animation is controlled by the element’s scroll position in the viewport. That means your animation will start and progress based on how far the user has scrolled…  ( 4 min )

1. Project Background & Motivation As modern life accelerates, sleep quality is becoming an increasingly vital part of overall well-being. Leveraging Apple Watch and iPhone health data, we can now detect sleep patterns more accurately and combine them with factors like natural light exposure, hydration, exercise, and AI-powered suggestions to build a closed-loop sleep optimization solution. reCharge is a native SwiftUI app that integrates multiple Apple ecosystem technologies — including HealthKit, CoreLocation, WatchConnectivity, StoreKit, localization, and ChatGPT — to deliver a full-featured sleep management experience. As an iOS developer, I created this project to explore how AI and system-level Apple APIs can combine to improve daily health through a seamless user experience. 💡 No…  ( 4 min )

A post by Curtis Ray  ( 2 min )

If you’re using Cursor and keep seeing this error: “Connection failed. If the problem persists, please check your internet connection or VPN” You’re not alone. This issue tends to appear randomly—even when your internet is working just fine. It can interrupt your flow and make the experience frustratingly unstable. Cursor uses the HTTP/2 protocol to power many of its AI features, since it allows streaming responses. However, not all networks handle HTTP/2 properly. If you're on a corporate network, using a VPN, or behind a proxy like Zscaler, HTTP/2 connections might fail. As a result, Cursor may struggle to index your code or connect to its AI backend—leading to that annoying “Connection failed” message. Thankfully, there’s a simple workaround. Cursor now includes a fallback to HTTP/1.1, which is slower but much more reliable on certain networks. Here’s how to enable it: Open Cursor Settings (Cmd or Ctrl + ,) Go to VS Code Settings Search for http2 Find and check the option “Disable HTTP/2” This forces Cursor to use HTTP/1.1 instead, which should fix the connection issue and restore access to AI features. ✅ Once you do this, the error should stop showing up and things will run more smoothly. Cursor Forum: Connection failed discussion Cursor Docs: Networking Issues (HTTP/2)  ( 3 min )

In the past two weeks (May 4–16, 2025), the tech world saw a flurry of cutting-edge announcements across artificial intelligence, cloud computing, and quantum technology. Major industry players and research institutions unveiled new AI models and tools, struck big cloud partnerships, and edged quantum computing closer to real-world use. Below we recap the top developments, explaining what happened and why these breakthroughs matter to developers and the broader tech community. Google made waves on May 6 by launching an updated flagship AI model, Gemini 2.5 Pro (Preview, “I/O edition”), ahead of its I/O conference. The company claims this model tops several standard benchmarks and brings “massively improved coding capabilities” (a boon for software developers). Available via Google’s Vertex…  ( 10 min )

Welcome to another interesting post !! To being with, I would like to share with fellow builders that I have been renewed for 6th time as an AWS community builder. Thanks to the community where I have learnt & learning a lot from community, utilizing the resources too. Absolutely grateful and as a give back, I do create content that makes more sense & useful to the community. Main agenda for this post, is to share my experience of hosting a virtual meetup for AWS UG Women in Tech India group. Since the idea of bringing in Global talents to the group, I had lot of hurdles to get over which includes difficulties in sticking to a date & time, availability of speaker, hosting platform(s), poster creation, co-ordination, execution, technical glitches, setting the stage etc. Instead of narratin…  ( 4 min )

Amazon Sellers: Navigating the Tariff Disruption Landed costs on China-sourced SKUs have surged by 30–50%, compressing already razor-thin contribution margins. Raise prices, and you lose to the competition and tank conversion. Hold prices, and you bleed cash on every sale. Inventory caught mid-transit racks up storage fees at 3PLs. New suppliers from Vietnam, Mexico, or the U.S. bring delays, compliance challenges, and no keyword history — right when your ad budget is already stretched thin. Margins, inventory flow, catalog continuity, advertising efficiency, brand equity — all under siege. But while others flounder, sellers using Flowin.AI, a comprehensive Amazon listing software, are flipping tariff turbulence into a controlled, profit-driven flywheel by leveraging AI Amazon listing opti…  ( 6 min )

Originally posted on May 8th, 2025 at blog.tavrn.top We’ve officially published the Tavrn Press Kit — a simple, clear, and packed resource for anyone curious about what we’re building. Whether you're a writer, blogger, creator, investor, or just someone wondering “what even is Tavrn?”... this is for you The press kit includes: A full overview of what Tavrn is and why it exists Our development roadmap & launch timeline Screenshots & mockups of early features Details on the AHA! discovery program Brand assets (logo, tagline, colors) FAQs, contact info, and more Tavrn is being built in the open — with feedback and support from people like you. This press kit is one more way to keep things accessible, clear, and easy to talk about. If you want to write about Tavrn, apply for access, or just keep tabs on us, this is a great place to start. 📎 Explore the full press kit here: tavrn.top/press Need anything else? Want to collaborate? press@tavrn.top or hello@tavrn.top Thanks for being part of this. 🧡  ( 3 min )

🚀 Top 10 Free Resources to Learn JavaScript (From Zero to Pro) JavaScript.info Covers everything from beginner to advanced concepts. ✅ Clean explanations, structured lessons, and interactive examples. freeCodeCamp Learn by doing in an interactive coding environment. ✅ Over 300 coding challenges with certifications. The Net Ninja (YouTube) High-quality tutorials on JavaScript, DOM, and modern frameworks. ✅ Clear, beginner-friendly videos with projects. MDN Web Docs Trusted by professionals, written by browser creators. ✅ Detailed documentation and deep dives into every feature. Programming with Mosh (YouTube) Fast-paced but easy-to-follow video series. ✅ Great for those who prefer learning by watching. JavaScript30 Build 30 real projects in 30 days. ✅ Pure JavaScript, no libraries — great for strengthening fundamentals. W3Schools JavaScript Simple interactive lessons with live examples. ✅ Ideal for absolute beginners. Eloquent JavaScript A deep and thoughtful book for serious learners. ✅ Offers interactive coding windows on every chapter. Codewars Gamified coding challenges to improve your logic and syntax. ✅ Ranks and progress tracking keep you motivated. Scrimba JavaScript Course Interactive screencasts that combine video + code. ✅ Practice inside the lesson — no switching tabs. Pro Tip: Pick 2–3 resources based on your preferred learning style (video, text, interactive) and stick with them. Consistency beats speed! 🚀 More read my articles read my Blog  ( 3 min )

Understanding the Basics of Machine Learning with Python Machine learning (ML) is revolutionizing industries, from healthcare to finance, by enabling computers to learn from data and make intelligent decisions. If you're new to this field, Python is the perfect language to start with due to its simplicity and powerful libraries. In this guide, we'll break down the fundamentals of machine learning, explore key concepts, and provide practical Python examples to get you started. What is Machine Learning? Machine learning is a subset of artificial intelligence (AI) that focuses on building systems capable of learning from data without explicit programming. Instead of writing rigid rules, ML algorithms identify patterns and make predictions or decisions based on input data. There are three main…  ( 4 min )

If you're using an SSD — and let’s be honest, you probably are — you might have come across a spec labeled TBW, or Terabytes Written. But what does it actually mean for the real-world lifespan of your drive? Let’s break it down in simple terms. TBW stands for Terabytes Written, and it’s a metric that tells you how much data can be written to an SSD before the drive is likely to start wearing out. Think of it like a fuel limit — not for how long the drive will exist, but for how much write work it can handle over its lifetime. For example, if your SSD has a TBW of 600, that means you can write 600 terabytes of data to it before you start entering the "wear-out" zone, as defined by the manufacturer. Let’s do a quick, real-world calculation. Say you're a regular user writing about 100 GB per day — downloading files, installing apps, updating your system, working on projects. That’s quite a bit for a typical user, but let’s go with it. 100 GB/day = 36.5 TB/year 600 TBW / 36.5 TB/year ≈ 16 years Yes, sixteen years of daily 100GB writing. That’s how much endurance a 600TBW SSD gives you. And if you write less than that (which most people do), it’ll last even longer. You can monitor your SSD’s health and total data written using tools like: CrystalDiskInfo (Windows) smartctl from smartmontools (Linux/macOS) These tools can show you how much data has been written so far, so you can get a real-time sense of your drive’s life expectancy. TBW is an important but often misunderstood metric. SSDs don’t just suddenly die after hitting the limit, but the risk of data loss increases as the flash memory wears out. That said, for most users — even power users — modern SSDs offer years of reliable performance. So the next time you see a TBW rating, don’t panic. Unless you're stress-testing your drive daily, you're probably fine for a decade or more.  ( 3 min )

In a world overflowing with digital tools, it’s easy to dismiss mental math as outdated — a quaint relic from the pre-calculator age. But there’s something uniquely powerful about sharpening your ability to think numerically without external support. Like optimizing code for runtime efficiency, refining your mental math streamlines your internal thought processes and reduces your cognitive load. This article is based on a short guide I wrote called Multiplying and Dividing Fast - Essential Tactics to Speed Up Mental Calculations with Whole Numbers, the second in a three-part series I began in 2018. The project started as a personal challenge: to improve how I processed numbers mentally. I wanted to go beyond fuzzy estimations and reclaim the skill of clear, structured calculation — the kin…  ( 7 min )

Wait, you can build modal windows without JavaScript? Yep, that's CSS secretly laughing at JavaScript behind its back. At Lingo.dev, we love diving into weird engineering rabbit holes that make other devs do a double-take. Most developers wouldn't even think twice before reaching for a JavaScript library when they need a modal. But what if I told you there's this bizarre, oddball alternative hiding in plain sight? Pure CSS can pull off some surprisingly sneaky tricks that'll make you question everything you thought you knew about frontend development. In this tutorial, we'll explore how to create fully functional modal windows using nothing but HTML and CSS. You can use it for fun, or in production. We'll be pushing CSS to do things it probably wasn't designed for, and that's exactly what …  ( 9 min )

Photo (cropped) by Domino Studio on Unsplash I've just released oauth2 v2.0.10. It's a big release with many new features, and many bug fixes. But I'll save all that for later... Right now I want to talk about Upgrading. I know it is scary to upgrade something that will break horribly if it goes wrong. It's likely user facing. It may be hard to test outside production. This project sits underneath a large portion of the authorization systems on the internet. According to GitHub's project tracking, which I believe only reports on public projects, 100,000+ projects, and 500+ packages depend on this project. That is a lot of things to upgrade. That means it is painful for the Ruby community when this gem forces updates to its runtime dependencies. As a result, great care, and a lot of …  ( 5 min )

Abstract This post delivers a comprehensive exploration of the IBM Public License 1.0-rv. We discuss its background, core legal principles, and developer-oriented compensation measures while comparing it with other popular open source licenses like MIT, GNU GPL, and Apache 2.0. In addition, we delve into emerging blockchain integration and dual licensing aspects. The post also highlights practical examples and challenges developers face with licensing and funding. Finally, trends for future innovations in open source and fair code ecosystems are discussed, with references to key resources such as the OCTL Whitepaper and several dev.to posts. Open source licenses not only define how code is shared but also protect developers from exploitation while fuelling creativity. The IBM Public Lice…  ( 9 min )

🎯 The Goal Build a seamless bridge between non-engineering contributors managing data in Notion and engineers who need that data formatted for database insertion. Values like "Japan" or "Tokyo" don't match the foreign keys in different tables. Notion: Used as the collaborative data entry platform for non-engineers. MCP Server: Bridges Notion and external tools, enabling structured data retrieval via API. Cursor Agent: An AI-powered agent that automates data transformation, semantic inference, and prompt execution. TypeScript: Ensures type safety and robust data handling throughout the automation scripts. 🚀 Let's ask Cursor Agent to infer the semantic data to be the foreign keys in one prompt! Non-engineers created and updated event entries directly in Notion—no devs required. To extra…  ( 5 min )

The Portable Document Format (PDF), formalized as ISO 32000, has been the global workhorse for digital documents since the 1990s. It was a revolutionary answer to the chaos of inconsistent document rendering across platforms, ensuring that every reader would see the same layout, regardless of software or hardware. From government agencies and hospitals to enterprise back offices and freelance contracts, PDF has become a trusted container of visual fidelity and permanence. But here’s the challenge: the modern digital world doesn’t run on permanence alone. It runs on interactivity, data-driven workflows, responsive design, and seamless integration. The needs of today’s businesses and developers are no longer just about how a document looks—but how it behaves, how it connects, and how fast it…  ( 7 min )

I got this letter from Mosh Hamedani and I just wanted to share it here in case anyone hasn't read it yet. You’ve probably seen the news: Microsoft just laid off 6,000 people. And right away, the internet did what it always does: freaked out. “AI is replacing developers!” But let’s slow down for a second. First off, Big tech layoffs aren’t new. In fact, they’ve been happening for years, long before anyone was worried about ChatGPT. Here are a few examples from the past: 2014: Microsoft laid off 18,000 people after acquiring Nokia 2015: HP cut 30,000 jobs during restructuring 2016: Intel laid off 12,000 employees to shift toward data centers IBM, Yahoo, and others have done the same, multiple times These things happen, not because developers are being replaced by AI, but because companies s…  ( 3 min )

Abstract This post delves deep into the HSQLDB License, a unique open source and fair code license crafted to balance developer fairness and broad code access. We explore its origins, core concepts, applications, challenges, and future trends. With detailed comparisons to other popular licenses, practical examples, and technical insights into dual licensing and blockchain integration, this article serves as a holistic guide for developers, legal experts, and project founders. Key related keywords include open source, fair code licenses, dual licensing, developer compensation, blockchain integration, and software sustainability. In today’s evolving software development ecosystem, licensing models are more than legal frameworks—they define community collaboration, developer compensation, a…  ( 8 min )

Agar siz C# dasturlash tilida ishlayotgan bo‘lsangiz, ref va out kalit so‘zlariga duch kelgan bo‘lishingiz mumkin. Ular ikkalasi ham o‘zgaruvchini qiymat emas, balki havola (reference) orqali uzatish uchun ishlatiladi. Ammo ularning orasida jiddiy farqlar bor, va bu farqlarni tushunish dasturchi sifatida siz uchun muhim. Ushbu maqolada siz quyidagilarni bilib olasiz: ref nima? out nima? 1. ref nima? ref yordamida o‘zgaruvchini metodga havola orqali uzatamiz, ya’ni metod ichida qiymatini o‘zgartirsak, u tashqarida ham o‘zgaradi. Muhim shart — bu o‘zgaruvchi avvaldan qiymatga ega bo‘lishi kerak. ✅ Misol: void DoubleValue(ref int number) { number *= 2; } int x = 10; DoubleValue(ref x); Console.WriteLine(x); // Output: 20 Bu yerda a ning qiymati metod ichida o‘zgartirildi va natijada u 2…  ( 3 min )

A post by AndyRosenberg  ( 3 min )

Abstract This post provides an in‐depth analysis of the Haiku License, a modern open source and fair code licensing model designed to protect developers while fostering innovation. We examine its background, core concepts, applications, challenges, and future outlook. By comparing the Haiku License with other licensing models such as the MIT, Apache 2.0, GNU GPL, and emerging alternatives like the Open Compensation Token License (OCTL), this article offers technical insights and practical examples. We also include SEO-optimized content with relevant links, tables, and bullet lists to ensure the post is accessible to both search engines and human readers. The ever-evolving software development ecosystem demands licenses that balance creative freedom with fair compensation. The Haiku Licen…  ( 8 min )

Modernizing a legacy platform is never easy – especially in industries like insurance, where decades-old systems and processes are deeply ingrained. In this post, I’ll share how our development team tackled a real-world challenge at an insurance company by injecting some AI, APIs, and Python-powered automation into a claims handling workflow. We’ll walk through the problem we faced, our solution architecture, some code snippets illustrating key pieces (yes, actual Python code!), and the lessons we learned along the way. By the end, you’ll see how even a monolithic legacy system can be augmented with modern tech – and hopefully be inspired to try something similar in your own projects. The Legacy Challenge Our starting point was a painfully manual claims process. When customers submitted …  ( 11 min )

Introdução Em um cenário onde a transformação digital dita o ritmo da competitividade empresarial, muitas organizações ainda dependem de aplicações legadas desenvolvidas em Java. Essas aplicações frequentemente operam em servidores de aplicação antigos, configurados há décadas e mantidos com altos custos e riscos operacionais. Este artigo explora os principais tipos de servidores utilizados para hospedar sistemas legados Java, os desafios envolvidos em sua manutenção e estratégias recomendadas para sua modernização. Java dominou o mercado corporativo por décadas com sua robustez, portabilidade e grande ecossistema. Durante os anos 2000, aplicações foram massivamente desenvolvidas com Java EE (Enterprise Edition) anteriormente conhecido como J2EE utilizando servidores de aplicação para su…  ( 4 min )

I'm currently working on a website and looking to improve its visual effects.  ( 2 min )

CARAT Intro Related works aggregation-based: concatenation Proposed method Experiment 感想 上がった数値は一部であり，非常にインクリメンタルな印象に思えた 手法自体のアイデアは面白いと思った．  ( 2 min )

I made a research about this thinking methods to change the way my AI Agents thinking but it can be useful for others. Copy/paste this to any LLM and see how they fix problems ✨ 1. Eisenhower Matrix Category: DECISION MAKING (Prioritization) Core Idea: Named after U.S. President Dwight D. Eisenhower, this framework helps you prioritize tasks by categorizing them based on their urgency and importance. The goal is to shift focus from merely "busy" activities to truly productive and impactful ones. How it Works (The Quadrants): Important and Urgent (Do it): These are critical tasks that demand immediate attention. They often have significant consequences if not addressed promptly. Think crises, pressing deadlines, and major problems. Action: Tackle these tasks yourself, as soon as po…  ( 54 min )

In this guide, I’ll walk you through how I set up WordPress on an Ubuntu server on Azure using Nginx and added a custom welcome page to make the site more personal. I installed the core components needed to serve WordPress: sudo apt update sudo apt install nginx php php-mysql mysql-server -y I downloaded WordPress and extracted it into /var/www/html: wget https://wordpress.org/latest.tar.gz tar -xvzf latest.tar.gz sudo mv wordpress/* /var/www/html/ I edited the Nginx default configuration to support PHP and WordPress: sudo nano /etc/nginx/sites-available/default I made sure to set the index directive like this: index index.html index.htm index.php; This ensures my custom index.html is shown before WordPress’s index.php Inside /var/www/html/, I created an index.html file: Welcome Welcome to Folashade's Core Dev Test! This is a personal test environment where WordPress is installed. Login to WordPress To apply the changes: sudo systemctl restart nginx Then I go to http:// , I see a clean, welcoming landing page. Clicking the link takes me to the full WordPress setup. This setup gives me a simple branded homepage while keeping full access to WordPress in the background.  ( 3 min )

Introduction This report aims to analyze the latest developments in the field of AI coding agents, with a particular focus on Google DeepMind's AlphaEvolve and OpenAI's Codex, two cutting-edge products. As AI applications in software engineering continue to deepen, coding agents are gradually changing how developers work, with the CEOs of Google and Microsoft claiming that approximately 30% of their companies' code is now generated by AI. This report will explore in detail the technical characteristics, application scenarios, market positioning, and potential impact of these two products in the AI coding agent ecosystem. AlphaEvolve is an evolutionary coding agent powered by Gemini models, focused on general-purpose algorithm discovery and optimization. It combines the creative problem-…  ( 6 min )

I’m currently in my final year as a student, and I recently found myself drawn into something I never expected to enjoy: formal verification. I want to share a little story about how I got here, what I’ve been learning, and why I believe formal verification might be one of the most exciting and valuable skills in the world of smart contracts and blockchain. At first, formal methods felt intimidating. I come from a non-mathematical background, and the idea of writing "proofs" with symbols and logic felt way out of my league. But I was curious. I started asking myself: how do we really know a smart contract does exactly what it’s supposed to do? This question led me to the world of formal verification. a field where we use math and logic to prove that a piece of code behaves correctly in all…  ( 3 min )

Web geliştirme dünyası, özellikle frontend geliştirme, son yıllarda muazzam bir evrim geçirdi. Artan kullanıcı beklentileri ve web teknolojilerindeki gelişmeler, frontend geliştiricilerin modern web uygulamaları oluşturmak için yeni yaklaşımlar benimsemelerini gerektiriyor. Web bileşenleri, bu evrimde kritik bir rol oynuyor ve geleceğin web uygulamalarının yapı taşları olarak görülüyor. Web bileşenleri, yeniden kullanılabilir ve özelleştirilebilir kullanıcı arayüzü parçalarıdır. Modern web geliştirme için güçlü ve modüler bir paradigma sunarlar. Geliştiriciler, karmaşık kullanıcı arayüzlerini basit ve yönetilebilir bileşenlere bölerek daha sürdürülebilir ve ölçeklenebilir kod üretebilirler. Web bileşenleri, web uygulamalarına yalınlık, modülerlik ve yeniden kullanılabilirliğin yanı sıra gü…  ( 4 min )

Today's progress: 1.Portfolio website. -These all are my first website. so, ya its not perfect but its better than nothings. -Everything uploaded to GitHub. Will start CSS soon.  ( 2 min )

跟上时代，用宝塔第一次部署vue项目。 打开宝塔，点击【网站】，点击【添加站点】，选择【传统网站】，输入域名，根目录下会自动追加域名对应的目录，点击确定创建 点击【软件商店】安装nginx，如果没有的话，点击软件名称nginx，选择【配置文件】，编辑配置文件，贴一下全部，供参考（启用了ssl证书的写法） user www www; worker_processes auto; error_log /www/wwwlogs/nginx_error.log crit; pid /www/server/nginx/logs/nginx.pid; worker_rlimit_nofile 51200; stream { log_format tcp_format '$time_local|$remote_addr|$protocol|$status|$bytes_sent|$bytes_received|$session_time|$upstream_addr|$upstream_bytes_sent|$upstream_bytes_received|$upstream_connect_time'; access_log /www/wwwlogs/tcp-access.log tcp_format; error_log /www/wwwlogs/tcp-error.log; include /www/server/panel/vhost/nginx/tcp/*.conf; } events { use epoll; worker_connections 51200; multi_accept on; } http { inc…  ( 3 min )

Public internet infrastructure is the critical speed and performance constraint on high-throughput blockchain networks, according to Austin Federa, co-founder and CEO of DoubleZero, a project developing high-speed fiber optic communication rails for blockchains. "The downside of the public internet is it was never built for high-performance systems. It was always built for this sort of relationship of one big server talking to one little server," Federa told Cointelegraph in an interview at Consensus 2025. The executive explained: "We have validators all around the world. Rotating leader schedules all the time. And then they switch from having to be massive consumers of data to extremely massive broadcasters of data. So that means that they need huge amounts of resources both on ingress an…

Moody's credit rating agency downgraded the credit rating of the United States government from Aaa to Aa1, citing the rising national debt as the primary driver behind the reduction in creditworthiness. According to the May 16 announcement from the rating agency, US lawmakers have failed to stem annual deficits or reduce spending over the years, leading to a growing national debt. The rating agency wrote: "We do not believe that material multi-year reductions in mandatory spending and deficits will result from the current fiscal proposals under consideration. Over the next decade, we expect larger deficits as entitlement spending rises while government revenue remains broadly flat." The credit downgrade is only one degree out of the 21-notch rating scale used by the company to assess the c…

Michael James, the head of institutional business development at Douro Labs — the company that developed the Pyth high-speed blockchain oracle network — told Cointelegraph that oracle networks like Pyth are disrupting the $50 billion financial data industry that provides critical price information to exchanges, brokerages, trading firms, and other institutional entities. In an interview at Consensus 2025, the executive said that Pyth Network's data pull model sets it apart from traditional pricing oracles, allowing customers to pay for data on demand, reducing costs for institutions reliant on real-time market data. Differences between pull and push models in oracle systems. Source: Pyth Network According to the executive, the financial data industry is currently monopolized by around eigh…

South Africa’s Garden Route, famed for its lush forests, expansive beaches and charming towns, has become a testbed for Bitcoin adoption. From Mossel Bay to Witsand and Plettenberg Bay to Knysna, Bitcoin has become popular among shop owners and travelers alike for a multitude of reasons. “We’re seeing the early signs of a parallel, permissionless economy emerging across an entire region,” James Caw, founder of SimplB — a local crypto asset provider — told Cointelegraph, “where small businesses benefit from faster, lower-cost digital payments and where people have more options to earn, send and receive sound money securely.” For tourists, the benefits are immediate: no currency exchange hassles, no international card fees, and the ability to pay instantly and securely. For locals, Bitcoin (…

Opinion by: Merlin Egalite, co-founder at Morpho Labs Fintechs in the front, decentralized finance (DeFi) in the back: the DeFi Mullet. Today’s fintech companies offer excellent user experiences but are constrained by traditional financial infrastructure — siloed, slow, expensive and inflexible. Meanwhile, DeFi provides lightning-fast, cost-effective, interoperable infrastructure but lacks mainstream accessibility. The solution? Combine fintech’s distribution and user experience with DeFi’s efficient back end. The mullet is inevitable Fintech companies heavily rely on traditional financial (TradFi) infrastructure that is siloed, slow to deploy and run, and costly to maintain. This inefficiency limits their control over costs and product offerings and has potential infrastructure risks. Fin…

Bitcoin’s next explosive move could send the asset to $250,000 by the end of 2025, according to Scott Melker, a crypto analyst and host of The Wolf of All Streets podcast. Speaking in a recent interview, Melker cited growing institutional interest and diminishing volatility as key factors that could drive the next leg up. “250K this year, totally possible,” Melker said, adding that Bitcoin (BTC)’s volatility has declined significantly in recent years. “It used to be about three times as volatile as the S&P. Now it’s less than two times.” He pointed to increased involvement from pension funds and ETF issuers as evidence of a more mature, stable market. The shift, he argued, reflects a broader trend of institutional adoption. “The more institutional money, the more Wall Street money, the mor…

The US Securities and Exchange Commission (SEC) has held discussions with Everstake, one of the largest non-custodial staking providers globally, to explore clearer regulatory definitions around staking in blockchain networks. The meeting, which also involved the SEC’s Crypto Task Force, comes at a time when over $193 billion in digital assets are staked across major proof-of-stake (PoS) networks. However, despite the massive scale of participation, staking remains in a legal gray zone in the US as regulators wrestle with its classification under existing securities law. The previous SEC administration also took enforcement actions against major players such as Kraken, Coinbase, and Consensys due to their staking services. The agency, under pro-crypto President Donald Trump, has recently d…

A man from Wellington, the capital city of New Zealand, has been arrested in connection with an FBI-led investigation into a global cryptocurrency fraud operation that allegedly stole $450 million New Zealand dollars ($265 million). According to New Zealand Police, the man is one of 13 individuals charged after authorities executed search warrants across Auckland, Wellington, and California over the past three days. The charges stem from allegations that members of an organized criminal group manipulated seven victims to obtain large amounts of cryptocurrency, which was then laundered through multiple platforms between March and August 2024. The US Department of Justice has indicted the man under federal law, including charges of racketeering, conspiracy to commit wire fraud, and conspirac…

Panama City Mayor Mayer Mizrachi has hinted at establishing a city-level Bitcoin reserve in a cryptic post following his meeting with two of El Salvador’s Bitcoin policy leaders. “Bitcoin Reserve,” Mizrachi wrote to X on May 16 after meeting El Salvador-based Bitcoiners Max Keiser and Stacy Herbert. While Mizrachi didn’t share details about his discussions with Keiser and Herbert, the timing of the post came 11 days before the Bitcoin 2025 conference in Las Vegas, where Mizrachi is scheduled to speak. Source: Mayer Mizrachi The creation of a Bitcoin reserve in Panama City would follow a recently approved measure permitting the use of crypto for public payments, including taxes, fines and municipal fees. Bitcoin (BTC), Ether (ETH), Tether (USDT) and USDC (USDC) will be accepted once the cry…

Paraguayan law enforcement has deported three individuals and arrested another for attempting to steal crypto miners at a facility near the country’s Itaipu hydroelectric dam. According to a May 15 statement from Paraguayan prosecutor Irene Rolón, the men were caught by police soon after breaking into a locked section of Teratech SA’s facility in Coronel Bogado, leading to their arrest. Prosecutors believe the men may have had ties to Teratech as independent contractors, but are still waiting on official confirmation from the company’s CEO. The three deported were Chinese nationals Jinping Duan, Tian Jianyun and Zheng Guanglong, who did not have official entry records into the country. Paraguayan authorities and Interpol believe the men illegally entered through Brazil or Bolivia. The thre…

Key takeaways: Traders expect a Bitcoin price pullback to $90,000, but a bull flag could break out to new highs if profit taking near the range highs reduces. On-chain data suggests the current profit taking is too weak to extinguish Bitcoin’s current price momentum. Bitcoin (BTC) price has spent the bulk of the week pinned below $104,000 to $105,000, which many analysts have labelled as a resistance zone, but an alternative view suggests that BTC is simply consolidating within a bull flag. A bull flag is a continuation pattern that is characterized by a period of sideways price action following a sharp uptrend, and when the structure confirms or breaks from the trendline resistance, the uptrend continues.  BTC/USDT 1-day chart. Source: TRDR.io While the range-bound trading portion …

Crypto entrepreneurs and their families in France will receive enhanced security measures amid a recent rise in crypto-related kidnappings in the country, Politico reported. According to the May 16 report, the measures include priority access to police emergency lines, home security assessments, and safety briefings from French law enforcement to ensure best practices are being followed. France’s Interior Minister Bruno Retailleau introduced the security measures as part of a broader effort to counter the recent wave of attacks. "These repeated kidnappings of professionals in the crypto sector will be fought with specific tools, both immediate and short-term, to prevent, dissuade and hinder in order to protect the industry.” Law enforcement officers will also undergo "anti-crypto asset lau…

How can organizations decide how to use human-in-the-loop mechanisms and collaborative frameworks with AI agents?  ( 7 min )

Google's AlphaEvolve is the epitome of a best-practice AI agent orchestration. It offers a lesson in production-grade agent engineering. Discover its architecture & essential takeaways for your enterprise AI strategy.  ( 10 min )

The 11 spot ETFs have attracted over $5.61 billion since early April, according to SoSoValue.  ( 23 min )

The hack in January 2024 briefly sent bitcoin’s price surging $1,000 before crashing back down minutes later.  ( 22 min )

Thousands of crypto folks descended upon Canada to talk shop.  ( 28 min )

Forced liquidations, hidden contracts, and backchannel deals are prompting a rethink in how liquidity is structured — and who gets trusted.  ( 25 min )

Crypto markets slipped alongside stocks after Moody’s cut the U.S. sovereign credit score to Aa1, triggering risk-off sentiment and fresh concerns over government debt and macro stability.  ( 24 min )

ETH's rally is fueling investor expectations for a new 'Alt season', according to a recent CryptoQuant report.  ( 23 min )

MG Malaysia has announced the launch of the MG S5 EV, which first appearance at the recent Malaysia Autoshow (MAS 2025), on its social media platforms. The automaker also announced the estimated starting price to be around RM115,000. The MG S5 comes in two variants: Com and Lux. In terms of design, both variants feature […] The post MG Malaysia Launching The S5 EV Next Week At Mid Valley appeared first on Lowyat.NET.  ( 16 min )

Acer announced two new Predator laptops ahead of next week’s Computex 2025. These two laptops are the Triton 14 AI and Helios Neo 14 AI. Specs-wise, the Predator Triton 14 AI houses an Intel Lunar Lake CPU and more specifically, a Core Ultra 9 288V, which comes with up to 32GB LPDDR5X-8533 RAM, up to […] The post Acer Announces New Predator Triton 14 AI Gaming Laptops appeared first on Lowyat.NET.  ( 16 min )

Alongside announcing new Swift X series models, Acer has also announced new updates to its Swift lineup of Copilot+ PCs, including the Swift Edge 14 AI and the Swift Go 16 and Go 14 AI. These new laptops are now equipped with the latest Intel Core Ultra 200V Series processors, integrated Neural Processing Units (NPUs), […] The post Acer Introduces Swift Edge 14 AI And New Swift Go Series Laptops appeared first on Lowyat.NET.  ( 19 min )

Acer has announced two new Android-based tablets designed for a wide range of users, including students, family members, and budget-conscious consumers. The pair are from the brand’s Iconia lineup, and are named the Iconia V12 and Iconia V11. To start off, the Iconia V12 features an 11.97-inch 2000×1200 display with 2K resolution and a refresh […] The post Acer Unveils Iconia V12, V11 Tablets appeared first on Lowyat.NET.  ( 17 min )

Ahead of Computex 2025, Acer has made a pretty substantial list of announcements. Among them are the Swift X 14 which runs Intel Core Ultra processors, and the Swift X 14 AI, which run AMD Ryzen AI processors instead. Despite the name differences, their CPUs are the only major difference between the two, and are […] The post Acer Announces Swift X 14 Duo With NVIDIA GeForce RTX 5070 appeared first on Lowyat.NET.  ( 17 min )

OPPO has announced the local arrival of the A5 5G, the vanilla counterpart to the A5 Pro series released a couple of months back. However, while it is already available in Malaysia, you will not be able to buy it just yet, which we will get into in a bit. First off, here are the […] The post OPPO A5 5G To Hit The Shelves At RM1,099 appeared first on Lowyat.NET.  ( 15 min )

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For filmmakers, attending film festivals is more than just a chance to watch movies—it’s an opportunity to grow their careers, connect with industry professionals, and gain valuable exposure. Whether you’re an independent filmmaker or part of a larger production team, film festivals offer a unique platform to showcase your work, learn from others, and build relationships that can shape your future in the industry. Here’s a closer look at the benefits of attending film festivals and why they’re worth the effort. One of the biggest advantages of attending film festivals is the chance to network with industry professionals. Filmmaking is a collaborative field, and building relationships is key to success. At film festivals, you’ll meet directors, producers, actors, distributors, and other cre…  ( 5 min )

Hi everybody. So I'd like to try something. If you're starting a project idea on GitHub, and you're alone and about to switch to something else too, or if you are hitting some roadblocks, let's have a chat, and I may contribute a bit, then the next week I'll be on something else again. I'm not looking to steal any ideas, I have enough on my own. Just looking to contribute a bit on random things. I'm not going to reveal my favorite programming languages, frameworks and tools here, because I'm interested in almost everything.  ( 3 min )

Abstract: This post provides an in-depth exploration of the Eiffel Forum License 2 (EFL 2). We discuss its background, core concepts, key features, applications, and challenges, while comparing it with other popular open source licenses. Through practical examples, table comparisons, and bullet lists, we shed light on how EFL 2 navigates the balance between permissiveness and fairness. We also touch upon dual licensing possibilities and examine future trends in open source licensing and fair code practices. For more details, please refer to the Original Article. Open source software licensing is a vital part of modern software development. Among the many frameworks available for protecting intellectual property and ensuring fair treatment for developers, the Eiffel Forum License 2 (EFL 2)…  ( 9 min )

The art of animation thrives on imagination: vibrant characters, intricate worlds, and compelling narratives that capture our hearts. Traditionally, animators have painstakingly brought these visions to life frame by frame. Today, an innovative collaborator enters the scene—not to replace the artist, but to empower them. Artificial intelligence (AI) joins forces with animators, reshaping how stories are crafted and enriching creative expression in unprecedented ways. This partnership heralds a moment of transition, filled with optimism yet tempered by caution. Yet ultimately, both animator and technology stand poised to explore possibilities once unimaginable, redefining the boundaries of storytelling itself. In animation, creativity often collides with monotony. Every dreamlike character …  ( 6 min )

In today's fast-moving digital world, students need more than just good grades to stand out. Whether you are studying engineering, IT, business, or any other subject, building a personal website can be one of the best decisions for your career and personal growth. It acts as your online resume, your portfolio, and your personal brand — all in one place. A personal website helps you become visible, professional, and confident in the competitive job market. Build Your Online Identity Even better, you can include blog posts about your learning journey, technical topics, or personal experiences to show your thinking process. Show Your Skills Beyond a CV If you are into marketing or content creation, your website is a great place to demonstrate your creativity and strategic thinking. Learn While You Build There are many easy platforms to build websites without coding. Try WordPress for content-focused sites or Wix for stylish portfolios. If you are learning programming, GitHub Pages can help you learn while building your site. Increase Your Visibility and Opportunities Search engines like Google also index personal websites, which means your site can show up in search results. That brings more visibility to your name, especially if you post regular updates or blogs. Start Simple and Improve It is your space, so let it grow with you. Final Thoughts Start today with a small step. You can always improve it with time, just like your skills. Make your digital mark now — because in the modern world, a personal website is not just a bonus. It is a smart investment in your future.  ( 4 min )

In today’s React applications, advanced hooks like useContext, useReducer, and useLayoutEffect provide powerful tools to manage state, coordinate rendering, and share data efficiently—without introducing excessive boilerplate. In this article, we’ll implement these hooks in a real-world mathematical scenario: simulating a system of equations with shared coefficients and synchronized updates using React + TypeScript. We’ll create a dynamic environment with: Global equation context using useContext State transitions and actions using useReducer Layout synchronization using useLayoutEffect to ensure DOM alignment before render Hook Purpose useContext Share coefficients across components useReducer Manage complex state transitions like equation switching useLayoutEffect Ensure the…  ( 4 min )

Abstract: This blog post offers a comprehensive look into the Cooperative Commons License, a pioneering model in open source and fair code licensing. We begin with an overview of its historical context, core features, and benefits for developer compensation and community collaboration. Next, we discuss its applications and use cases across various industries, analyze the challenges and technical limitations associated with its adoption, and conclude with future outlooks and innovations in licensing models. Along the way, we compare it with traditional licenses such as MIT, GNU GPL, and Apache 2.0, and introduce concepts like dual licensing and blockchain integration that promise to redefine open source funding models. In today's dynamic software ecosystem, licenses play a crucial role in …  ( 8 min )

Do all products need to inherently solve a problem? or problem adjacent? I mean really, how do people make money off of new software  ( 2 min )

Missed Part 1? This piece builds on Beyond the Hype: What Truly Makes an AI a Great Coding Partner. Give it a skim so the inside jokes land. I'll wait. ☕ 1. Gemini AI Studio with Gemini 2.5 pro(1 M Token Context) 1.1. Gemini APIs 1.2. Other Google Goodies 2. GitHub Copilot (Free Tier) 1. GitHub Copilot Pro ~£8/mo 2. Cursor / Windsurf Microsoft Copilot (the general one): Gemini Chat (Advanced/Pro versions): ChatGPT (Plus) ⭐⭐⭐ Claude Desktop: The Reigning Champion (In My Book) Continue.dev: Roocode & Cline Aider: The CLI Powerhouse Trae (from ByteDance) Amazon Q Claude Code and OpenAI Codex CLI Tools GitHub Copilot CLI The “Pure Vibe” AI Tools: Shiny, Pricey, and Mostly for Non-Coders My main setup around these tools. The Big Comparison Table: AI Coding Tool Showdown TL;DR If our first art…  ( 24 min )

Engineering is more than formulas, projects, or classroom lectures. While academic learning builds a foundation, real-world experience shapes your mindset, communication, and decision-making abilities. From my own journey, I’ve seen how industrial training, leadership roles, and volunteering helped me grow far beyond the textbook. When you work in a real production environment, like a garment factory, you begin to understand how things actually work on the floor. Industrial training teaches you about time management, coordination, and how teams solve problems in real-time. You observe how small improvements in workflow or communication can bring large results. This kind of learning is something no classroom can fully teach. Leadership roles in university also help in developing essential soft skills. Organizing events, managing volunteers, and communicating under pressure make you more confident and responsible. It teaches you how to plan, lead, and adapt — which are valuable qualities in both academic and professional life. Volunteering adds another layer to your development. It allows you to give back to your community while also learning empathy, teamwork, and people skills. Volunteering shows that you are proactive and socially responsible, which employers and organizations appreciate. These experiences make your resume stronger, but more importantly, they shape your personality. They prepare you for interviews, teamwork, and real challenges in your career. You learn how to think practically, solve problems, and communicate your ideas clearly — all of which are essential in today’s job market. If you are an engineering student, try to step outside your comfort zone. Look for internships, attend workshops, join a leadership program, or take part in a volunteering activity. The real world is the best teacher, and the lessons you learn there will stay with you forever. Start early, stay curious, and take every opportunity to grow.  ( 3 min )

Go language provides two commonly used ways to allocate memory: make and new. Although both are used for memory allocation, their roles and usage scenarios are quite different. Understanding the differences between these two is crucial for writing efficient and maintainable Go code. This article will thoroughly analyze the differences between make and new, their suitable scenarios, and offer some usage tips. make and new new: Creates Zero Value of Pointer Types new is a keyword in Go used for memory allocation. Its function is to allocate a block of memory for a type and return a pointer to that memory. The memory allocated by new is initialized to the zero value of the type. Example: Using new package main import "fmt" func main() { var p *int = new(int) fmt.Println…  ( 6 min )

Engineering is a challenging and rewarding journey. Whether you're just starting your first semester or in the middle of your degree, it’s normal to feel overwhelmed at times. Between complex subjects, tight deadlines, labs, projects, and exams, surviving engineering requires more than just academic knowledge — it takes smart planning, consistency, and the right mindset. Based on the experiences of many engineering students, here is a complete guide that can help you survive and even enjoy your engineering life. 1. Understand, Don’t Memorize 2. Use a Study Plan 3. Don’t Skip Classes 4. Ask for Help 5. Practice, Practice, Practice 6. Take Breaks and Stay Healthy 7. Get Involved in Activities 8. Learn to Use Software and Tools 9. Build a Support System 10. Accept the Ups and Downs Final Thoughts Engineering is not easy, but it is worth it. You are not just earning a degree — you are learning how to think critically, solve real problems, and grow as a person. Take one step at a time, stay consistent, and don’t forget to enjoy the journey. Years from now, In Sha Allah you'll look back and feel proud of how far you've come.  ( 4 min )

Scene: Catland Central Police Station Detective Oreo is sipping catnip tea when suddenly—an emergency call comes in: “THE TUNA IS MISSING FROM THE FRIDGE!” Oreo slams down his tea. “Not on my watch.” To solve the case, he must gather three critical clues from different sources: Pawprint Analysis Scent Trail Report Surveillance Footage Each report takes time, and they are all asynchronous. Promise.all) Here’s how it looks in code: // Simulated async clue fetchers function getPawprintAnalysis() { return new Promise(resolve => setTimeout(() => resolve("Pawprints match: Garfield"), 1000) ); } function getScentTrailReport() { return new Promise(resolve => setTimeout(() => resolve("Scent trail leads to the litter box"), 2000) ); } function getSurveillanceFootage() { retur…  ( 3 min )

In the rapidly evolving landscape of Large Language Models (LLMs), effective prompt engineering has become a crucial skill. While much attention is given to the art of crafting effective prompts, less focus has been placed on how to efficiently manage these prompts programmatically. Python, with its rich set of built-in features, offers powerful tools to dynamically construct, optimize, and manage LLM prompts. 1. Using locals() for Dynamic Context Injection The Problem def generate_response(user_name, user_query, previous_context): prompt = f""" User name: {user_name} User query: {user_query} Previous context: {previous_context} Please respond to the user's query considering the context above. """ return call_llm_api(prompt) This works well for simple cases…  ( 7 min )

You can replace popular frameworks using these methods! 🔥 Anthony Max ・ May 16 #webdev #javascript #programming #opensource  ( 2 min )

Hey there, fellow developer! 👋 Let’s talk about something we all say we love but secretly dread: testing. You know the drill—you push code, cross your fingers, and pray the CI/CD pipeline doesn’t light up like a Christmas tree. But what if I told you testing doesn’t have to feel like a chore? In this guide, we’ll break down the three pillars of CI/CD testing—unit tests, E2E tests, and code coverage—and share practical strategies to make your pipelines faster, safer, and actually enjoyable. Let’s dive in! 1. Unit Tests: The First Line of Defense What they do: Test individual functions, classes, or modules in isolation. Why they matter: Catch bugs early, like checking each ingredient before baking a cake. Best Practices: Mock dependencies (databases, APIs) to keep tests fast an…  ( 4 min )

We didn’t set out to build a typical database. We built something that works with the Postgres you already use, scales when you need it, and doesn’t require throwing everything out just to keep growing. This is a golden age for databases. There’s distributed systems, cloud-native options, fully managed services, and battle-tested engines like Postgres that keep getting better every year. But despite all that progress, scaling your database is still surprisingly hard. Many teams still build applications with a single-node Postgres backend. It’s how a ton of apps start, and how they stay for as long as possible. And for good reason. Postgres is rock solid, well-loved, and everywhere. It’s mature, feature-rich, and backed by an incredibly active community. But fast forward a bit, and that sin…  ( 4 min )

Hello there! I'm Oreo, the black and white cat who spends most of his days lounging on my human's keyboard while they code. I've picked up quite a bit about JavaScript just by watching. Today, I want to explain those confusing call, bind, and apply methods that even my human struggles with sometimes. // That's me const oreo = { name: "Oreo", color: "black and white", favoriteSpot: "keyboard", meow: function(loudness, times) { for (let i = 0; i < times; i++) { console.log(`${this.name} says ${"m" + "e".repeat(loudness) + "ow"}!`); } } }; // My neighborhood cat friends const luna = { name: "Luna", color: "gray", favoriteSpot: "windowsill" }; const whiskers = { name: "Whiskers", color: "orange tabby", favoriteSpot: "couch" }; I've noticed that in JavaScr…  ( 4 min )

Yesterday, when I was at the bakery buying some snacks, I overheard a conversation between one attendant with another regarding her Android phone not downloading and installing the ChatGPT app. Curious about the subject, I decided to ask her more regarding her issue, and to talk about it. She explained her smartphone was an older model, using Android 8.0, aka Oreo, and that's probably why the chatgpt android app wasn't downloading and installing on it. We talked a while, and I pondered that while there are a lot of reasons for an app not to work on an older Android OS version, the most relevant of them are the security reasons. So I decided to list eight changes from Android 8.0 (Oreo) to Android 15 (Vanilla Ice Cream), the most impactful and relevant of each major version: Project Treble …  ( 10 min )

Camunda 8.5 offers robust integration capabilities with OpenTelemetry, enabling comprehensive observability across your process automation workflows. This technical guide provides validated configuration and implementation details to successfully connect Camunda 8.5 with OpenTelemetry, ensuring proper collection of trace IDs and process execution details. Camunda 8 organizes its operational data in a structured hierarchy of indices, as shown in the Harmonized Indices schema diagram. This includes: Operate Indices: Store process execution data, incidents, and metrics Tasklist Indices: Maintain task-related information Identity Indices: Manage users, groups, and authorizations[1] This architecture forms the foundation for the telemetry data that will be exported through OpenTelemetry. Camund…  ( 5 min )

Hello, everybody! At Info-Polus, we see the opportunities RWA tokenization presents. Today, let's dive into it! The crypto bull market is not only driving up the large, established cryptocurrencies such as Bitcoin and Ethereum. Memecoins such as Dogecoin (DOGE), Pepe, and Shiba Inu, which have a lower market capitalization and are particularly volatile, have recently attracted great attention with impressive price rallies. By contrast, the increases in real world assets (RWA) have attracted less public attention - although many experts believe this crypto segment has excellent prospects… So what lies in RWA? As the name itself suggests, Real World Assets represent tangible and other assets existing in the “real world” (real estate, exchange-traded commodities, art objects) tokenized for use in the DeFi segment. The growing interest in tokenizing real-world assets stems from the promise of greater transparency, security, and global market reach. Let the numbers speak for themselves: the DeFi industry has boomed over the past few years, peaking at $181.22 billion in total value locked (TVL) on December 2, 2021. According to DefiLlama, RWA is steadily carving out its space in this ecosystem, with a TVL exceeding $8 billion in January 2025. Interested in what the future of RWA holds for us? Read more in our blog here!  ( 3 min )

Ever walked into a clothing store and wished a smart system could just tell you what to wear based on your style, the occasion, and where to find it in the store? That was the idea that sparked this project. I wanted to explore how such a kiosk system might work — not only recommending clothing based on user queries but also guiding the customer to the shelf where it’s located. This document outlines the thought process and approach I followed while building this project. It covers the initial vision, the key problems I aimed to solve, the technologies I chose, and how I systematically broke the system down into modular components for development. It also includes the architectural decisions, design iterations, and how each part fits into the final integrated solution. It is an exploration…  ( 10 min )

TL;DR Of course, I realize that most major websites today are written in them, I'm just offering an alternative. Hello everyone! Today, so many sites use frameworks like Next.js, Nuxt.js and others that you can't help but think that this is hopelessness, but it's not! In this article, we will look at the main methods that you can use to create your web applications. Let's get started! Yes, probably the most trivial solution that comes to mind is to create just components, but without frameworks. Although it is trivial, it is quite effective. class MyComponent extends HTMLElement { connectedCallback() { this.innerHTML = `Hello World`; } } customElements.define('my-component', MyComponent); In native javascript, of course, there have long been solutions such as the …  ( 4 min )

During my industrial training, I had the opportunity to explore Lean Manufacturing, a system designed to make production more efficient by eliminating waste and focusing on value creation. I learned about important tools like 5S, which stands for Sort, Set in order, Shine, Standardize, and Sustain. This method helps keep workspaces clean and organized, which is essential for safety and productivity. Another key concept I studied was Kaizen, which means continuous improvement. It emphasizes that small daily changes can lead to significant improvements over time. I also gained practical experience with Just-in-Time inventory management, which ensures materials arrive exactly when needed, reducing storage costs and avoiding overproduction. This training helped me connect the theoretical concepts learned in class with real-world production challenges. I realized that efficiency is not only about speed but also about smart use of resources and people. I saw how teamwork and communication play a vital role on the factory floor. Lean Manufacturing is not just a set of techniques; it is a culture of continuous problem solving and improvement. As an Industrial and Production Engineering graduate, I believe this mindset will guide me in all my future professional endeavors.  ( 3 min )

I created a project that aims to provide code generation through TypeScript literals tags and syntax highlighting for your editor. It enhances codegen with strictly typed templates, thanks to Typescript. End of gotemplate, handlebars and every other error prone engine. It comes with 3 packages for now: The core library with available literals: https://jsr.io/@tmpl/core The cli to generate files from stdin or directories: https://jsr.io/@tmpl/gen The vscode extension to read templates without eye bleeding: https://github.com/90dy/typescript-template-engine Please give me feedback here or via GitHub issue to know what to improve. Thanks  ( 2 min )

Nx 21 introduces continuous tasks and a powerful terminal UI to better manage complex workflows in large monorepos. Meanwhile, NgRx 19.2 adds an experimental events extension to the SignalStore, combining scalability with a lightweight state management approach. Nx 21: Continuous Tasks & Terminal UI Nx, the popular alternative to the Angular CLI, was released in version 21. Nx offers a wide range of features, most of which are designed for managing large applications in monorepos. One of the highlights in Nx 21 is the introduction of continuous tasks. These are tasks like serving the app, running tests — both unit and E2E — that are now aware of each other. They understand their dependencies and will automatically re-run if an earlier task produces new output. And because ru…  ( 4 min )

Oreo is a black and white male cat who spends his days judging my code from the comfort of my desk chair (which he has claimed as his throne). Like most cats, he believes he owns everything - a perfect metaphor for understanding JavaScript's various scoping mechanisms! Let's start with regular class variables and methods. Oreo's name and color are regular properties - anyone can access them. class Cat { constructor(name, color) { this.name = name; this.color = color; } meow() { console.log(`${this.name} says: Meow!`); } } const oreo = new Cat("Oreo", "Black & White"); oreo.meow(); // Oreo says: Meow! console.log(oreo.color); // Black & White - We can access and modify this property Static variables and methods belong to the class itself, not instances of the class. T…  ( 5 min )

Obsidian has become a go-to tool for developers, researchers, and writers who want to manage their knowledge in a flexible, local-first way. With Markdown-based storage, plugin extensibility, and full control over your data, it offers an ideal environment for serious note-taking and knowledge work. As large language models (LLMs) have rapidly improved, many of us have started integrating AI into our workflows — for summarization, idea expansion, information retrieval, or even querying our own notes. Tools like ChatGPT, Notion AI, or Obsidian GPT plugins offer these capabilities, but they often come with strings attached: You need an API key (usually OpenAI) Your notes are sent to a third-party cloud You have no control over how models behave Offline usage is unsupported or limited That was…  ( 8 min )

Deploying frontend applications quickly and reliably is essential for fast iteration and consistent user experience. While Vercel is known for its seamless integration with Git-based workflows, setting up a custom CI/CD pipeline using GitHub Actions gives you more control over how and when deployments are triggered. In this article, you'll learn how to deploy a frontend application to Vercel using GitHub Actions. This setup allows you to define your own deployment logic, automate builds, and push updates without relying on Vercel’s default Git integrations. We’ll walk through everything from cloning the project to configuring GitHub Actions to deploy changes automatically. By the end of this guide, you'll have a custom, production-ready CI/CD pipeline tailored to your frontend application'…  ( 9 min )

Hey folks, welcome! Welcome to the first article in my new series: Why Python? Unlike C, Python is widely used—and one big reason is libraries. Python comes with many built-in libraries, and you can import even more depending on what you need. Think of a library as a toolkit that helps you do things faster and easier. A Real-Life Example: Randomness Let’s say I’m playing a card game with friends. I never know which card I’ll get next—why? Because it’s shuffled. It’s random! In Python, we can use something similar: import random as rand Just like shuffling cards gives you unpredictable results, the random library in Python helps you generate random numbers or make random choices. In real life, randomness is unpredictable. Cool, right? That’s the magic of Python! Introduction to Variables Now let’s talk about variables. Imagine a kitchen shelf with jars: In programming, think of those jars as variables. Each jar (or variable) stores something inside it—just like a variable stores data. Syntax Example: Let’s say we name our jars like this in Python: jar1 = "Sugar" Now, if we want to see what’s inside, we can do: Easy, right? That’s a wrap! In the next article, we’ll look at types of variables and best practices for naming them. Happy coding! If you found this interesting or have suggestions, feel free to comment — I’d love your feedback!  ( 3 min )

Deploying full-stack applications on AWS doesn’t have to be overwhelming. In this article, I’ll show how I built a basic Clinic Appointment Management System using Docker, FastAPI, and a few core AWS services. The app lets patients book appointments online, sends real-time notifications, and provides a secure way for admins to manage data - all in a lightweight and scalable setup. If you're looking to get hands-on experience with deploying microservices on AWS, this beginner-friendly project is a great place to start! This system enables: Patients to book appointments via a simple web UI. Real-time SMS/email notifications using AWS SNS. Admins to access the backend securely through OpenVPN. With its lightweight and modular setup, this architecture is well-suited for beginners and rapid pro…  ( 4 min )

In modern React development, we strive for interactivity and precision in our components, especially when implementing behaviors that involve timing, dynamic rendering, and interaction tracking. In this article, we will dive into advanced React + TypeScript concepts using a real-world mathematical example: visualizing a quadratic function graphically with controlled updates using useEffect, useRef, and custom props. We’ll create a dynamic component that animates a parabola (y = ax² + bx + c) and allows the user to update coefficients in real time. The component will: Render points on a canvas dynamically using useRef. React to prop changes via useEffect. Maintain performance using stable references and controlled rendering. Hook/API Purpose useRef Access raw DOM nodes (canvas) use…  ( 4 min )

2901. Longest Unequal Adjacent Groups Subsequence II Difficulty: Medium Topics: Array, String, Dynamic Programming You are given a string array words, and an array groups, both arrays having length n. The hamming distance between two strings of equal length is the number of positions at which the corresponding characters are different. You need to select the longest subsequence1 from an array of indices [0, 1, ..., n - 1], such that for the subsequence denoted as [i0, i1, ..., ik-1] having length k, the following holds: For adjacent indices in the subsequence, their corresponding groups are unequal, i.e., groups[ij] != groups[ij+1], for each j where 0 < j + 1 < k. words[ij] and words[ij+1] are equal in length, and the hamming distance between them is 1, where 0 < j + 1 < k, for all indices…  ( 26 min )

It’s been a long time coming, but I’m thrilled to finally share a new developer tool that emerged from my constant need for better CSS property organisation: Old Fashioned CSS Formatter — a professional-grade Visual Studio Code extension designed to fill a very real and long-standing gap in modern front-end development. If you’ve ever used CSSComb in the past, you know how much it helped maintain order in stylesheets. However, a vacuum was left with the project, which is no longer maintained, and this new tool steps in. When CSSComb stopped receiving updates, it left a hole for many developers, including me. It had a simple job: sorting CSS properties meaningfully. But it did it well. With tools like Stylelint and Prettier becoming more prevalent, it seemed like no one focused anymore on …  ( 4 min )

It’s been a long time coming, but I’m thrilled to finally share a new developer tool that emerged from my constant need for better CSS property organisation: Old Fashioned CSS Formatter — a professional-grade Visual Studio Code extension designed to fill a very real and long-standing gap in modern front-end development. If you’ve ever used CSSComb in the past, you know how much it helped maintain order in stylesheets. However, a vacuum was left with the project, which is no longer maintained, and this new tool steps in. When CSSComb stopped receiving updates, it left a hole for many developers, including me. It had a simple job: sorting CSS properties meaningfully. But it did it well. With tools like Stylelint and Prettier becoming more prevalent, it seemed like no one focused anymore on …  ( 4 min )

I built this application in my spare time. Its pure python and is simple to set up. Project page here. Consider giving me a star if you like what you see. Thanks!  ( 2 min )

This is the fourth chapter in my blog series about building a Go Testing Module from scratch. If you’re new here, I recommend checking out the previous post for some context. In this post, I’m diving into two new packages I’ve created — goldy and must. These tools tackle problems you’ve probably faced in writing tests, making your test code cleaner, more readable, and a lot more enjoyable to work with. Let me walk you through how I built these packages to solve those familiar testing headaches. goldy Package You’ve likely faced the frustration of testing a function that generates a complex, multi-line string — like a JSON response or a formatted report. Hardcoding that string in your test code turns it into a cluttered mess that’s tough to read and even harder to maintain. I’ve been ther…  ( 6 min )

Understanding cp, mv, and man in RHEL 9 Like a Pro-in-Progress “This needs to be shared. Or saved. Or moved somewhere less... sketchy.” Enter today’s heroic trio: cp, mv, and man. First up, cp: The File Cloner Next, mv: The Digital Relocator Finally, man: The Command Whisperer Mini Mission Time! Why This Stuff Matters Think of cp as the clone machine from sci-fi movies, but less dramatic and way more useful. This command copies files or directories without changing the original. Boom. Instant duplicate. Just like Ctrl+C and Ctrl+V had a baby… but with a beard and Linux boots Why it’s useful: Backing up files Making test copies to break stuff safely Avoiding "oops-I-overwrote-my-only-copy" heartbreak mv moves files from one place to another. But here’s the twist: it’s also the renaming …  ( 4 min )

The rise of remote work, digital entrepreneurship, and AI-powered tools has brought virtual assistant services into the spotlight. No longer limited to basic admin tasks, virtual assistants are evolving into strategic partners for startups, small businesses, and even large enterprises. As technology advances and work culture shifts, the role of virtual assistants is undergoing a significant transformation. In this article, we’ll explore where the industry is heading, the trends driving this evolution, and what to expect in the coming years. The term virtual assistant services used to refer mainly to remote help with administrative duties — scheduling meetings, managing inboxes, and entering data. While these tasks still form the foundation of many VA roles, the landscape has changed drasti…  ( 5 min )

This post demonstrates a TypeScript pattern I've been experimenting with for the last year or so. I've been calling this pattern "inductive type constraints", but perhaps a better name would be "smart constructors", since they have "correct by construction" semantics (here's a nice article about them). "Smart constructors" definitely sounds cooler, but "inductive types" are what they're called in other typed languages, so I went with that. Before we dig into how they work, here are a few examples of how they can be used to solve a few long-standing TypeScript issues: Exact "exact types" is the 2nd-most popular feature request of all time Exact ensures that a type does not have any extra properties (Playground) Json One of the oldest TypeScript issues (#187) (Playground) In the TypeSc…  ( 4 min )

A Python package named modinit that facilitates the rapid scaffolding of AI model training repositories with a standardized, best-practice structure. This tool is designed to save time and ensure consistency across machine learning projects. In machine learning and AI development, it's common to begin with Jupyter notebooks for experimentation and prototyping. However, as projects mature, there's a need to transition this code into a more structured, maintainable, and deployable format. This transition poses several challenges: Code Organization: Notebooks often contain a mix of data processing, model definition, training loops, and evaluation code, making it hard to modularize and reuse components. Version Control: Tracking changes in notebooks is less straightforward compared to plai…  ( 4 min )

A 'Hero' is a large banner at the top of a website's home page. As it is the first thing a visitor sees when they enter a website, it's the one chance to make a first impression. This can be an image or a video. For our purposes, we'll only need an image. This image should be high-quality and meaningful. A purely decorative image won't do. It should convey the proposition of a fall festival in some capacity. The image shouldn't be too busy either. Negative space is necessary, as the purpose of the central graphic is to complement the other components of the section, not override them. The text block is where you capture interest. It consists of one or both of two parts: The headline delivers the core message in just a few words. Luckily, we already have a very fitting tagline: "Real Farm…  ( 4 min )

Analyzing V8’s Hidden Classes for Performance Insights Introduction JavaScript has evolved remarkably since its inception in the mid-1990s, with engines such as V8 powering the performance of modern web applications and server-side environments like Node.js. One of the lesser-known yet powerful optimizations within the V8 engine is the concept of Hidden Classes. This article provides an in-depth analysis of hidden classes, exploring their historical context, technical intricacies, performance implications, application in real-world scenarios, and advanced debugging techniques, thus arming senior developers with the knowledge to leverage these concepts for maximizing JavaScript performance. V8 was developed by Google and is known for its high-performance execution of JavaScript…  ( 6 min )

Calculus is often taught as a tool for solving problems, such as rates of change, areas under curves, and optimization. But what if it’s also a lens to understand how the world quietly evolves? In coding, every function, loop, and variable tells a story about change—about moving from one state to another, sometimes subtly, sometimes dramatically. The derivative isn’t just a slope; it’s a whisper about the next moment. The integral isn’t just an area; it’s the sum of all moments passed. As a developer and math lover, I find myself drawn to these silent narratives, where math and code meet philosophy. In this space, I’ll explore those intersections: How math powers AI models How quantum ideas challenge our intuitions How elegant code can be more than just efficient — it can be poetic. If you love thinking deeply about the things most take for granted, welcome aboard. Let’s decode change together!!  ( 3 min )

Day 27 #100DaysofCode Learned box-shadow to add depth with shadows Used Flexbox to center divs vertically & horizontally Applied border-radius to round corners smoothly  ( 2 min )

Table of Contents Why Kernel Security Deserves Your Attention Lockdown Mode: Putting Up the “Do Not Disturb” Sign Kernel Self-Protection: The Built-In Bodyguards When Things Go Sideways: Real-World Exploits How to Stay a Step Ahead: Practical Hardening Tips Wrapping Up Let’s be real: the Linux kernel is the brain and nervous system of your machine. If someone cracks the kernel, they own your system-no matter how many firewalls or passwords you’ve got. Kernel exploits are the stuff of nightmares for sysadmins and security pros, but the good news is, Linux has some serious defences up its sleeve these days. Let’s break down what’s new, what’s working, and what you should actually do. Lockdown mode is like telling even the most privileged users, “Sorry, you’re not ge…  ( 4 min )

What are you doing for vacation this year? 🧰 Couchbase on Google’s MCP Toolbox for Databases - MCP Toolbox for Databases has released a new version, v0.5.0, which includes official support for Couchbase! Grab it here >> 💳 Upgrading from Capella Free Tier to a Paid Account - So you’ve tried Free Tier and your app is scaling, or you have another workload with bigger demands. What next? This 4-step guide walks you through it. Upgrade >> 🤗 Migrate 300k+ Hugging Face Datasets into Couchbase - Migrating large, complex datasets from Hugging Face to Couchbase just got easier. Whether you prefer working from the command line or within your favorite IDE, our new Hugging Face to Couchbase migration toolkit—featuring the Couchbase VS Code Extension and the cbmigrate CLI —simplifies and streamlines the process. Start here >> ⛰ Couchbase at AWS Global Summits - This year we’ll be sharing the excitement and innovation of our partnership at 18 AWS Summits across the globe. Come visit our Couchbase booth to see for yourself how Couchbase Capella™ on AWS is helping developers build AI apps and agents faster with a unified data platform and automated workflows. Of course, we'll also be bringing the fun with our highly coveted Couchbase swag and raffles! Where we at? >> Follow us for future updates!  ( 3 min )

NodeJs team officially released NodeJs 24 with lots of performance improvements and achieve stability over experimental features. Read Article : NodeJs 24 Key Features & Updates  ( 2 min )

Introduction Managing users in Linux extends far beyond creating or deleting accounts. It involves orchestrating access, protecting sensitive data, ensuring compliance, and optimizing overall system efficiency. Whether managing large-scale enterprise infrastructure, orchestrating users for containerized microservices, or automating compliance tasks in regulated industries, Linux provides powerful and flexible tools tailored to these complex demands. This article dives deeply into Linux user management, highlighting essential commands, critical system files, industry best practices, automation strategies, and effective integration with modern Identity and Access Management (IAM) solutions. Understanding User Types in Linux UID Allocation and Privileges Essential System Files [Quick …  ( 5 min )

Help secure Express apps by setting HTTP response headers helmetjs -> https://helmetjs.github.io/ helmetjs #expressjs #nodejs #javascript  ( 2 min )

🔙 Previously: What is UDP? Understanding the "Unreliable" Transport Protocol If you’re just starting to learn about computer networks, you might find the term "UDP" a little confusing, especially when people describe it as "unreliable." Don’t worry, In this post, we’ll break things down simply so you can understand what’s happening behind the scenes when a message is sent using UDP. Think of a UDP packet like a shipping box. It contains two things: A very small label (header) – just 8 bytes long The actual content (data) – what you want to send The label has the following four items: Source Port (16 bits): Like the return address, it tells the receiver where the message came from. Destination Port (16 bits): Tells where the message should go - kind of like a delivery address. Len…  ( 5 min )

A post by Emily Arya  ( 2 min )

You’ve put in the late nights, the weekends, the debugging marathons. You’ve solved real problems, learned new tech, and stayed ahead of the curve. But when it comes to interviews? You feel stuck. You give answers you know are technically sound. You talk about the work you’ve done. You try to be clear and confident. And yet, the rejections keep coming. Sometimes you get ghosted. Sometimes you get told someone else was a “better fit.” But deep down, you know the truth: It’s not because you’re not good enough. It’s because your answers did not resonate with the answers interviewers were expecting. And that’s the part no one teaches you. How to explain your thinking? How do you tell the story behind your code without missing technical details? How do you show value without sounding like you’r…  ( 8 min )

A inteligência artificial tem se tornado uma aliada valiosa em diversas áreas dentro das empresas. Um dos fatores que pode determinar a eficácia dessa tecnologia é a qualidade dos prompts utilizados para interagir com ela. Neste artigo, discutiremos a importância de construir prompts bem elaborados e forneceremos dicas práticas para garantir que você obtenha as melhores respostas das LLMs. A engenharia de prompt surgiu como uma nova habilidade e ela é tão recente que ainda estamos aprendendo como usá-la. Essa habilidade nos permite criar inputs otimizados para os modelos de linguagem da inteligência artificial nos retornarem respostas que sejam relevantes. É importante ressaltar que a qualidade do prompt pode influenciar significativamente a acurácia da resposta recebida. Considere as seguintes etapas para criar seu prompt: 1. Ações 2. Dê contexto 3. Formatação 4. Exemplificação 5. Persona 6. Entonação A criação de prompts eficazes é uma habilidade importante que pode maximizar o potencial da IA. Ao focar em clareza, contexto e especificidade, qualquer pessoa, independente da função ou área, pode aprimorar suas interações com a IA e, assim, alcançar melhores resultados. Invista tempo na elaboração de seus prompts e observe como isso pode transformar suas experiências com a tecnologia.  ( 4 min )

An extensive guide to upload files and retrieve the public url after upload, update and delete a file from AWS S3 Bucket. Read Article : AWS S3 File Upload With NodeJs and React  ( 2 min )

Building an AI Music Assistant with Sonic Pi and MCP Ever wanted to say, “Play me a funky bassline in C minor”, and have your computer just do it? That’s exactly what this project is about. We're merging the expressive world of music with the precise world of code — and then adding AI to the mix. By combining Sonic Pi (a live-coded music studio) with the Model Context Protocol (MCP), we’re building an interface where natural language becomes actual sound. If you live at the crossroads of code and creativity (hi, welcome), you know the frustration of context-switching between the rigid syntax of programming and the freeform weirdness of making art. Sonic Pi already lets us write music like we write code — but what if our tools could understand us when we speak in musical ideas? Imagine: a…  ( 5 min )

A guide to integrate editorJs in NextJs and React. Adding multiple editorjs tools like heading, Hyperlink image etc. Read Article : How to integrate Editor JS in NextJs(App Router) and ReactJs  ( 2 min )

In today's fast-paced world, Artificial Intelligence (AI) has evolved beyond being a buzzword. From businesses to individuals, AI tools are transforming the way we work, learn, and manage daily tasks. Whether you are a developer, digital marketer, entrepreneur, or a busy professional, AI can now assist you in almost every aspect of your routine. In this article, we'll explore some of the most powerful and user-friendly AI tools that can simplify your everyday needs, save time, boost productivity, and enhance decision-making. Let's dive in! Why AI Tools Are Becoming Everyday Essentials Automation of repetitive tasks Personalization at scale Faster data processing and insights Cost savings by reducing manual efforts 24/7 support and assistance Now, let’s explore AI tools that can make your l…  ( 5 min )

Por um tempo, os desenvolvedores Go precisaram usar soluções improvisadas para gerenciar dependências de ferramentas. Com o lançamento do Go 1.24, isso mudou completamente. Vamos ver como! Quem trabalha com Go sabe bem o quanto o ecossistema de ferramentas é fundamental para o desenvolvimento produtivo. Desde geradores de código como stringer até analisadores estáticos como staticcheck, essas ferramentas se tornaram parte essencial do fluxo de trabalho diário. No entanto, gerenciar essas dependências sempre foi um desafio - especialmente ao trabalhar em equipe. Até agora, a solução padrão era o famoso padrão "tools.go" - um arquivo com imports em branco que não eram realmente usados no código, mas garantiam que as ferramentas fossem baixadas quando necessário. Era funcional, mas nunca pare…  ( 6 min )

As a developer, you may have had moments where you find yourself running the same bunch of commands repeatedly. For example, bumping package.json version, pushing to git, and publishing to NPM, whenever you wanna ship a new version of your NPM package. I was facing the same issue. And given how lazy my brain is, I wanted to make this easier and simpler. So, I built Jido. Jido is a workflow automation CLI, where you can define your workflows (called flows) in a config file, and run them using npx jido flow . The config file is a jido.config.js in the project root. So, custom JS logic is also applicable, unlike Bash scripts. Get started with jido by running: npm install --save-dev jido The jido.config.js file call the jido() function and export it by default. It takes in an objec…  ( 5 min )

Logs never sleep and neither do engineers in production. When disaster strikes at 3 AM, your ability to quickly identify what went wrong can make the difference between a minor hiccup and a major outage. You could be troubleshooting a crash, monitoring a deployment, or just keeping an eye on system health and waiting for a massive log file to fully open is the last thing you need. Sometimes, all you care about is what just happened. That's where the tail command shines. It's your window into the most recent activity letting you jump straight to the end of a file, where the action is. In this article, we'll explore how another simple yet powerful command can become an essential part of your daily work practice. The tail command is your best friend for monitoring logs and files in real-time.…  ( 6 min )

Amazon Nova Sonic is a state-of-the-art speech-to-speech model that delivers real-time, human-like voice conversations with industry-leading price performance and low latency. Available with a bidirectional streaming API on Bedrock, Nova Sonic can enable developers to create truly natural, human-like AI agents that do not require users to type in their requests. What excites me most is that this capability opens AI access to many people who otherwise might struggle to use it. Nova Sonic has both masculine-sounding and feminine-sounding voices, and can produce American and British English accents. Nova Sonic can be used in Agentic workflows. It can consult knowledge bases using RAG and ground the information it gives to the user. It can do function calling, also called tool use. Since too…  ( 3 min )

Brief reminder: Functional requirements = what the system should do Non-functional requirements = how the system should behave Usually applications handle complex datasets and need to: Store data efficiently in databases Cache expensive operation results Provide search and filtering capabilities Process messages asynchronously and more. Suppose you have a banking website. Would you rather show wrong numbers to your customers or show no data at all? Rather show no data. However, if you're Facebook, you would of course rather show wrong data (not-updated likes count for example) than no data. So non-functional requirements matter. Here I want to walk through the most important ones. However, I will only discuss on data related ones. Reliability simply means "continuing to work correctly, eve…  ( 6 min )

Are you still writing boilerplate code manually or debugging at slow speed? It's 2025 and AI is no longer a nicety, it's your business partner. Whether you are a student, junior programmer, or master engineer, these 7 AI tools can enhance your productivity, creativity, and code quality. Let's start. GitHub Copilot – Your AI pair programmer Speeds up writing functions, autocompletes code, and even writes tests. 🔥 Tip: Use it for repetitive code, but always review for logic. Cursor.sh – VS Code + ChatGPT in one Ask AI to refactor, explain, or generate code in your editor. 💡 Try it when stuck in a bug loop. ChatGPT + Code Interpreter (Advanced Data Analysis) Analyze logs, CSVs, and visualize data instantly. ✅ Great for backend devs or students working on final-year projects. Bloop.ai – Search across your codebase with AI Type a question, get code snippets and function references. ⚡ Game-changer for navigating large codebases. Tabnine – AI autocomplete that respects your style Lightweight and works offline. 🌐 Use it with privacy-focused projects. Codeium – Open-source AI code assistant Free alternative to Copilot. 🔓 Perfect for those not using GitHub tools. Whisper by OpenAI – Convert voice to code comments or commands Record your thoughts and let AI write your docs. 🧠 Useful during brainstorms or explaining complex logic. 👨‍💻 Real-Life Example: 💬 What Tools Do You Use? 🏁 Conclusion: Don’t fear AI. Use it. In a world of tight deadlines and fast-changing tech, the smartest devs aren’t the ones who work harder—but the ones who build smarter.  ( 3 min )

Getting Started with Vue.js: Build Your First Interactive App What is Vue.js and why is it popular? Vue is a progressive JavaScript framework known for being lightweight, flexible, and beginner-friendly. Understanding Reactive Data Example Project: A simple To-Do list where users can add and remove tasks with real-time updates. Vue Router Step-by-Step: Dynamic Navigation in SPAs Setting up Vue Router Install and configure the router to map URLs to components. Dynamic Routes and Parameters Route Guards and Page Protection Why Nuxt.js? A Simple Guide to SSR and Static Site Generation Vue vs. Nuxt: What's the Difference? Nuxt adds a structure and powerful features like server-side rendering (SSR) and static site generation (SSG) to Vue. SEO, Performance, and Faster Load Times Example Project:…  ( 4 min )

Context: Contribution from Amazon Community Builder to AI Engineering Month : Amazon Nova To be successful in the cutthroat market of today, the modern software development process needs to be quick, reliable, and efficient in productivity. While working in Software industries for a long time, I have observed that the software developers often spend a huge time on documentation for the software which includes System requirement specification, HLD, LLD, Technical design & architecture, Data model etc. These tasks can become bottlenecks, especially when building MVPs, prototypes, or internal tools. They slow down innovation and introduce inconsistencies across teams. To provide solution to this problem, I built a serverless API using AWS Lambda, API Gateway, and Amazon Bedrock's Nova found…  ( 7 min )

¿Qué es Next.js? Todos los ejemplos los podrás encontrar en el repositorio next.js-15.3–1[ref] Next.js es un framework de React para crear aplicaciones web integrales. Se utilizan componentes de React para crear interfaces de usuario y Next.js para funciones y optimizaciones adicionales [ref]. Sistema de rutas automático: Utiliza la estructura de carpetas para generar rutas automáticamente, lo que elimina la necesidad de configurar un enrutador manualmente. Renderizado híbrido: Permite combinar distintos tipos de renderizado en una misma aplicación: SSR (Server-Side Rendering): Genera el HTML en cada solicitud. SSG (Static Site Generation): Genera páginas estáticas en tiempo de build. CSR (Client-Side Rendering): Para secciones que se actualizan desde el cliente. Nota: Los tipos de re…  ( 5 min )

Deploying No-Code Architects Toolkit API on Contabo VPS with MinIO The No-Code Architects Toolkit API is a free, open-source solution for media processing, automation, and cloud storage integration. By deploying it on a Contabo VPS with MinIO as an S3-compatible object storage, you can create a cost-effective, self-hosted environment. Contabo’s affordable VPS plans, featuring NVMe SSDs and global data centers, are ideal for this Flask-based Python API. This guide walks you through setting up MinIO and the toolkit, designed for users with basic Linux and Docker skills. Contabo VPS: At least 4 vCPUs, 8 GB RAM, 200 GB SSD (e.g., VPS M at ~€7.99/month). Domain name (optional, for custom API access). SSH client (e.g., PuTTY, Terminal). Basic Linux and Docker knowledge. GitHub account for repo…  ( 5 min )

As a Developer why you must learn NEXT.JS ? In the fast-evolving world of web development, frameworks and libraries come and go, but some stand out by offering a combination of power, flexibility, and simplicity. Next.js is one such framework. Built on top of React, it enables developers to create highly performant and scalable web applications with ease. In this article, we'll dive into the basics of Next.js and its key features, helping you get started on your journey. Next.js is a React framework developed by Vercel. It’s designed to simplify the process of building server-rendered and statically generated React applications. With features like built-in routing, server-side rendering (SSR), and static site generation (SSG), Next.js helps developers create fast, SEO-friendly websites. …  ( 3 min )

A post by Saleem Rangrezz  ( 2 min )

Efficient product and catalog management is one of the core foundations of any digital business — whether it’s e-commerce, service-based, or content-driven. With OneEntry, this process becomes not only faster but also significantly more structured and scalable.The platform is designed to give development teams, product managers, and businesses the ability to manage product data with a high level of flexibility and reliability — offering unique advantages over traditional systems. Adding a new product in OneEntry takes just minutes. The process starts by assigning a product name, after which you can enrich the product card by attaching relevant attributes such as images, pricing, stock availability, and descriptions tailored to the specific type of product or service. The system automatica…  ( 5 min )

Converting Scanned Documents to Searchable PDFs Scanned documents are a staple of modern business and personal document management, but they often exist as image-based PDFs that can't be searched, edited, or manipulated like native digital documents. Converting these scanned documents into searchable PDFs unlocks their full potential, making information retrieval effortless and enabling text-based operations that would otherwise be impossible. This comprehensive guide explores the process, tools, and best practices for transforming scanned documents into fully searchable PDFs that maintain their original appearance while adding powerful text functionality. Before diving into conversion methods, let's clarify what makes a PDF "searchable": Image-Only PDFs Explained: Contain only a picture…  ( 9 min )

Have you ever wondered how Node.js handles asynchronous operations so efficiently? The secret lies in the Event Loop, a core component that orchestrates the execution of tasks. In this series, "Node.js Event Loop Visualized," we will dive deep into the inner workings of the Event Loop using a powerful tool: the Event Loop Visualizer. The Event Loop Visualizer is a tool I've been developing, based on a fork of an existing project. It offers a unique insight into the real execution of the Event Loop by utilizing a modified version of the Node.js core. Unlike other tutorials, courses, and posts that often rely on simulations to explain the Event Loop, this tool captures the actual execution, recording each phase in real-time. This provides a clearer and more accurate understanding of how Node.js manages tasks and events. Feel free to explore the Event Loop Visualizer and see it in action for yourself! The Event Loop Visualizer is composed of several key sections: Code Editor: Write and execute JavaScript code to see how it interacts with the Event Loop. Macrotask and Microtask Queues: Visualize how tasks are queued and processed. Call Stack: Observe the current call stack and how functions are executed. Event Loop Phases: Track the different phases of the Event Loop, such as Timers, Poll, and Check. Ticks & Rejections Loop Phases: Understand how Node.js handles next ticks and microtasks. Metrics: Monitor loop counts and event processing statistics. Simulated Terminal: View real-time output from your code execution. In each post of this series, we will analyze a specific block of code and explore how it is executed within the Event Loop. We'll cover a range of examples, from basic like timers to more advanced such as handling sockets and streams. Stay tuned as we embark on this journey to demystify the Node.js Event Loop. Whether you're a seasoned developer or just starting, this series will provide valuable insights and practical knowledge. Let's get started!  ( 3 min )

This document provides a step-by-step guide for integrating GitHub Actions to automate the restoration of a production AWS RDS PostgreSQL database for use in development environments. EKS cluster. Postgres database (I am using AWS RDS in this example.) Github Repository. AWS IAM service. AWS S3 bucket. We have an Amazon RDS cluster running a PostgreSQL database, referred to as gerx_db_prod. Additionally, there are several lower-tier environments—such as gerx_db_dev_1, gerx_db_dev_2, and gerx_db_dev_3 that need to be kept up to date with the latest data from the production database. The goal is to enable on-demand synchronization of these environments by leveraging a GitHub Actions workflow. To create a backup of your RDS PostgreSQL database using pg_dump, run a command similar to the follo…  ( 7 min )

As the CEO of Meteor Software for the past 3 years, I wanted to share some major exciting things about where we're heading. When I first joined the company, I had a clear vision to modernize Meteor and transform Galaxy into something bigger. Today, I'm excited to tell you that these changes are finally happening. First things first! We're introducing fresh new brands for both Meteor and Galaxy. This isn't just a cosmetic facelift. It shows that we are changing our direction in a significant way. We've been using the original Meteor logo for more than 13 years, and it has become quite recognizable within the JavaScript community. The decision to change it wasn't made hastily, but we felt it was essential to reflect our ongoing evolution. Our new Meteor brand represents our commitment to m…  ( 6 min )

🔮 What if layouts weren’t flat… but fractal? Welcome to the Fractal Grid UI. 🧬 Concept A 3×3 grid of blocks The center is always empty Clicking any of the outer 8 blocks recursively spawns another 3×3 grid This can go as deep as the user wants All done with pure HTML, CSS, and a little JS 🧠 Why it’s cool 🔍 Zoomable — you can explore depth visually 📱 Responsive — adapts well to mobile 🧩 Modular thinking — perfect for data structures, AI systems, or creative tools 🌀 Satisfying UX — smooth, recursive animation as you dive deeper code pen  ( 3 min )

Valve are expanding the Steam Deck Verified system to cover future SteamOS devices | Rock Paper Shotgun More SteamOS handhelds (that aren't the Steam Deck) are on the way, so Valve are extending their Verified programme to certify games that work well on the OS. rockpapershotgun.com  ( 2 min )

Rove is a fast, no-fluff migration manager for PostgreSQL built with Bun and TypeScript. It’s built for devs who just want to write raw SQL, version it in folders, and run it with confidence. No ORMs. No DSLs. Just SQL. Install it using Homebrew: brew install wess/packages/rove Or clone it and run directly with Bun: bun install bun run rove migrate Migrations live in a migrations/ folder. Each migration is a directory with an incrementing number prefix and two files: up.sql and down.sql. migrations/ ├── 001_create_users/ │ ├── up.sql │ └── down.sql ├── 002_add_index/ │ ├── up.sql │ └── down.sql To run migrations: rove migrate To roll back the most recent one: rove rollback Rove tracks what's been applied in a migrations table in your database. It uses the DATABASE_URL (or POST…  ( 4 min )

Epic CEO Tim Sweeney says Apple is flat-out ghosting Fortnite’s latest App Store submission—“neither accepted nor rejected” it—putting this Friday’s big update at risk. Epic filed a new build on May 14 after Apple ignored their May 9 resubmission, even though Apple usually reviews 90% of apps within a day. A 2021 court injunction told Apple to “quit it” and follow the rules, but didn’t actually force Fortnite back on the store, so Apple’s free to leave the game hanging. Meanwhile, Sweeney’s been all over X pointing out Fortnite knock-offs that Apple approved (and some it quietly yanked), stoking fan outrage and shine a spotlight on the limbo. With zero word from Apple and a crucial update looming, iOS Fortnite players are left staring at a loading screen—and nobody knows what Epic will do next.  ( 3 min )

// Detect dark theme var iframe = document.getElementById('tweet-1923218167674913084-46'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1923218167674913084&theme=dark" }  ( 3 min )

TL;DR: Samsung demoed a tiny 1.4-inch RGB OLED-on-Silicon panel packing a whopping 5,000 ppi—outclassing Apple’s Vision Pro (3,386 ppi) and Meta Quest 3—at SID Display Week. The microdisplay can hit 15,000 nits brightness at 120 Hz with 99% color gamut, effectively banishing the “screen door” pixel grid in VR. Beyond VR headsets, Samsung cranked a lower-density demo (4,200 ppi) to over 20,000 nits and notes the same tech could slot into a smartwatch. By building OLEDs onto silicon wafers, it uses chip-fab tricks to cram in ultra-tiny, super-bright pixels for next-gen wearables.  ( 3 min )

W++ started as a wild idea: But now? 🚀 We’re Looking For: 🖥️ Extension tinkerers — improve VSCode integration (completion, error hints, etc.) 🌐 CLI nerds — help make IngotCLI powerful, modular, or ridiculous 🎓 Language lovers — improve syntax, structure, or runtime performance 🤯 Chaos agents — propose completely unnecessary features (we might actually add them) 🧠 Example Ideas to Build: oopsie-test – A testing framework with the least strict assertions ever W++ → JS transpiler A W++ Web Playground (with a custom terminal!) W++ for Minecraft Datapacks (yes, really) 📬 Interested? / WPlusPlus W++ 🦥 At least we’re better than Visual Basic. W++ is a fun, experimental, and completely over-engineered programming language designed for learning, chaos, and memes. This repo contains the full source code of W++ after it reached over 33,000 downloads on the VSCode Marketplace — and was mysteriously flagged and removed. ✨ Features ✅ Full tokenizer, parser, and interpreter written in C# ✅ Async/await support ✅ Lambda expressions (single and multi-param) ✅ Control flow: if, else, while, for, switch ✅ Try/catch + throw and return ✅ Custom syntax highlighting and snippets in VSCode ✅ The OOPSIE model of development (trust us, it’s revolutionary) 🧠 Why does W++ exist? This project was created by Ofek Bickel as an educational challenge — to build a real, working language from… View on GitHub Open an issue, suggest a feature, or ask how to contribute. No contribution too weird. No idea too cursed. Let’s overengineer something beautiful together.  ( 3 min )

Abstract This post provides an in‐depth analysis of the BSD+Patent License, exploring its history, core features, challenges, and future outlook. We compare its legal framework with other open source licenses, explain the evolution of open source funding models, and discuss the implications of dual licensing and blockchain‐based compensation mechanisms. Drawing on detailed community insights and technical documentation, this article revisits the BSD+Patent License’s relevance in today’s fast‐moving software development landscape while providing practical examples and comparisons. The BSD+Patent License is a unique variant of the classic BSD licenses. By incorporating an additional patent clause, this license addresses growing concerns related to patent litigation in open source software.…  ( 8 min )

Max Mode in Cursor caught my attention because of how easy it is to enable—and how quietly it can start racking up costs. There’s no prompt, no permission gate, and no usage alert. It made me wonder: in an enterprise setup, how would we even know if someone turned it on? Cursor recently rolled out Max Mode, giving users access to their most powerful models—like GPT-4o and Claude Opus—with massively expanded context and smarter completions. It’s a great feature. But if you’re managing Cursor on an enterprise account, there’s a pretty big catch: anyone can turn it on, and it immediately starts billing your account. Here’s what Max Mode is, how it works, and why I think the lack of admin controls is a risky move. TL;DR: Max Mode in Cursor gives users powerful models with expanded context—but …  ( 6 min )

The tech industry evolves rapidly, and staying ahead requires continuous learning. As we approach 2025, certain coding skills will be in high demand. Whether you're a beginner or an experienced developer, mastering these skills will keep you competitive in the job market. 1. AI & Machine Learning (ML) AI and ML are transforming industries. Understanding frameworks like TensorFlow, PyTorch, and how to implement models will be crucial. Even if you're not an AI specialist, knowing the basics will be a huge advantage. 2. Cloud Computing (AWS, Azure, GCP) Cloud platforms dominate modern infrastructure. Learning serverless computing, Kubernetes, and cloud security will be essential as more companies migrate to the cloud. 3. Cybersecurity Fundamentals With increasing cyber threats, de…  ( 3 min )

Intro Built my first MCP Server for read only Kubernetes operations. This MCP server was created to provide a secure way to interact with Kubernetes clusters without allowing any create, update, or delete operations. It only exposes read-only APIs to ensure your clusters remain safe while still enabling AI assistants to help you monitor and troubleshoot your Kubernetes resources. Model Context Protocol (MCP) has been very popular lately and you can see the huge adoption as every company is releasing their official MCP server. MCP server is the new API endpoint. Kubernetes is equally popular and there are many Kubernetes MCP servers out there. Security is still evolving around MCP and I didn’t want to run an MCP server for K8s which can create, update or delete my K8s resources. Then I g…  ( 4 min )

I got selected to move forward for a Software Engineer (Frontend) role with a foreign company from a cold DM and was given a test assignment. I delivered beyond the expected result, only to receive feedback from a review that seemed out of touch with current web development best practices, especially within the Vue 3 and Nuxt 3 ecosystem. A senior engineer who looked over my work remarked, “It’s clear you are better than the reviewer,” which inspired me to share this story. The review listed several shortcomings: No Composition API usage. No project architecture. Code repetitiveness. No cards stored in localStorage. Not following the Figma design. Bugs. Many of these points were vague or incorrect. Let’s examine each claim. Reviewer’s Claim: “No composition (Vue 3)” Reality: Every componen…  ( 5 min )

Hey Guys! This blog will make you understand what YAML is all about. Initially it was called Yet Another Markup Language, but later renamed to YAML Ain't Markup Language (a recursive acronym). YAML is the cleanest way to write configuration files. I'm guessing you already know we need config files for certain tasks while developing apps or working that DevOps magic. There are multiple ways to write configuration files such as XML, JSON, and TOML (plus several others), but YAML has some distinct advantages. These file formats make developers happy and help our data dance from server to server or client to server. They're primarily used for transmitting data between servers and clients, particularly in web applications. These are basic data formats for writing important stuff like secret fil…  ( 7 min )

Given a sorted array of numbers and a target sum, find the pair of numbers that add up to the target sum. Example: Input: [1, 2, 3, 4, 5, 6], Target: 10 Expected Output: [4, 6] (since 4 + 6 = 10) Let's explore two approaches to solve this problem: the straightforward brute force method and the more elegant two-pointer technique. The brute force approach is the most intuitive way to solve this problem. We'll check every possible pair of numbers in the array and see if they add up to the target sum. Use two nested loops to consider every possible pair For each pair, check if their sum equals the target Return the pair when found function findPairBruteForce(arr, targetSum) { for (let i = 0; i < arr.length; i++) { for (let j = i + 1; j < arr.length; j++) { if (arr[i] + arr[j] === …  ( 6 min )

Leave Script Behind (aka LSB) is a tool I developed in the past years, it was initially designed for developers, more specifically, DevOps. I have been working on it for a few years and I think it's time to publish it for others to benefit from it. Since from the invention of the Internet, more and more software are moved to the online world as services, and the developers are moved to work in the DevOps mode. Besides the coding environments, they inevitably need to work with shells and command line tools as part of their daily work, from coding work, to service deployment, live site investigation and mitigation, etc. Depends on which operating systems they are using, they may need to interact with different types of command-line shells, such as PowerShell on Windows, GNU bash on Linux, an…  ( 6 min )

Renuncio a PHP (?). No, la verdad es que sigue siendo mi lenguaje padre, para varios proyectos, especialmente por su facilidad de uso. Sin embargo siempre me interesó Python y como me oriento al desarrollo web, encontre en Flask a mi pastor (nada me faltará).  Así que en este post, explicaré algunas cosillas para que puedan crear proyectos con este framework. De un tiempo a esta parte, la web se ha convertido en la principal herramienta para compartir información. A más de 30 años del estreno en sociedad de HTML, todo lo que salió después, orientado a crear verdaderos sistemas, fue evolucionando y estandarizando hasta lo que tenemos hoy, por lo que pronto se hizo necesario, desarrollar formas eficientes para su construcción. Una de estas fórmulas es el Patron de Arquitectura Modelo-Vista-C…  ( 8 min )

📰 I published a new post on DEV! ✨ Why Code in Dark Mode? Anita Olsen ・ May 13 #discuss 💻 I have been working on fixing an AI system in Please adopt me. # AI needs repair on Steam! ✨     💻 I completed 7 singleplayer levels and I played multiplayer levels daily on CodeCombat! ✨   💻 I completed all the string exercises on W3Schools! ✨   💻 I completed 3 Python Code Challenges on W3Schools! ✨   🔥 I hit a 24 days streak on W3Schools! ✨   🎯 I met my weekly target on Codecademy! ✨ I learned more on unit testing in Python 3 Coding is the language of the future, and every girl should learn it. As we depend on technology more and more every day, learning to code isn't just smart, it's necessary. - Karlie Kloss   Thank you for reading! ♡   🎮 Visit my web page  ( 3 min )

Svelte 5 and the Future of Truly Reusable Web Components In today's web development ecosystem, framework fragmentation can be a headache. Can you imagine creating components that work equally well in React, Vue, Angular, or even plain HTML? With Svelte 5 and Web Components technology, this isn't just possible—it's surprisingly simple. Modern frontend development is based on reusable components. However, these components often remain "trapped" within the ecosystem for which they were created. A button made in React will hardly work in a Vue application without significant modifications. In this article, we'll explore how to create truly framework-agnostic components using Svelte 5 and Storybook 8+. Our example will be a fully customizable Alert component that will work in any framework or…  ( 9 min )

What if anyone could chat with a legal document instead of having to read the whole thing? I wanted to create a tool where users could paste a link to a legal document and instantly start asking it questions like: Who owns the content I create?" - Figma ToS What happens if I violate these terms?" - Apple T&Cs Today, Fineprint is live and working. It took surprisingly little time to build, thanks to Ducky. Here’s the technology that powers Fineprint Frontend | Next.js - React.js & TypeScript Backend Scraping | Browserless (headless Chrome) Semantic Search & Retrieval | Ducky.ai Language Generation | OpenAI Hosting | Vercel Step 1 - We first create an index name based on the url and then use Browserless to load and scrape the visible text from the page. const processDocument = async (url:…  ( 5 min )

AWS is powerful, no doubt. But it’s also overwhelming. Startups often jump in expecting speed and flexibility, only to be hit with complexity and unpredictable bills. Instead of building, your developers spend time configuring VPCs, tuning EC2 instances, and reacting to usage spikes. It’s not just frustrating, it’s expensive. That’s exactly why we built Kuberns: to give lean teams a way to launch, manage, and scale their apps on AWS without needing DevOps expertise, and without wasting money. What Is Kuberns, Really? Think of Kuberns as your AI-powered DevOps co-pilot. It sits on top of AWS and handles all the grunt work, provisioning, monitoring, scaling, and optimizing your infrastructure while letting your developers focus on code. With Kuberns, you get: Smart provisioning and scali…  ( 4 min )

From WordPress Pro to Custom CMS Architect: My Journey to Ultimate Web Performance & SEO Control By Sajjad Akbari — Lead Full-Stack Engineer & SEO Systems Architect For over a decade, I lived and breathed WordPress. I’ve engineered everything from bespoke themes for Fortune 500 companies to intricate e-commerce platforms processing thousands of transactions. I’ve wrangled complex plugin integrations, optimized server configurations for high-traffic sites, and pushed the boundaries of what WordPress SEO plugins could achieve. WordPress, powering over 43% of the internet (W3Techs, 2023), is an undeniable force, a testament to its accessibility and vast ecosystem. However, as my projects grew in complexity and the demand for absolute performance and granular SEO control became paramount, I …  ( 15 min )

Table of Contents Introduction What is the tar Command? Core tar Commands Real-World Scenario: tar Command Conclusion Let's Connect Welcome back to Day 23 of this practical Linux challenge! Today, we are diving into one of the most useful Linux commands: tar. When you think of archiving and backing up files, think of tar tar Command? tar stands for Tape Archive. It is a powerful utility used to create, extract, compress, and archive files or directories into a single file, usually with .tar, .tar.gz, or .tgz extensions. tar Commands More commonly used tar command options are listed in the table below. tar Command What It Does Explanation tar -cvf myarchive.tar myfolder/ Creates an archive -c = create, -v = show progress (verbose), -f = name the archive file tar -xvf my…  ( 4 min )

🔄 Commit Often, PR Small: 10 Reasons Developers Should Keep It Tight If you’ve ever stared down a pull request (PR) so large it needed popcorn and a whole afternoon to get through, then you already know the pain. Whether you’re a junior just getting into the codebase or a senior trying to push changes without slowing down the whole team, committing often and keeping your PRs small is a low-key game-changer. Small PRs are simply easier to read. A big change dumped into one PR is overwhelming. But when you keep it short and focused, reviewers can actually focus. That means fewer mistakes, better feedback, and faster approvals. Let’s be real.. juniors don’t always have the confidence (yet) to dive into complex reviews. Smaller PRs let them follow the logic more easily and start participati…  ( 4 min )

Introduction Hyperlane is a cutting-edge Rust library designed to simplify the development of high-performance web services. Built with a focus on efficiency and flexibility, it empowers developers to create robust HTTP servers with minimal overhead. Whether you’re building REST APIs, real-time applications, or scalable backend services, Hyperlane offers a seamless development experience with its rich feature set and cross-platform compatibility. Core Features Lightweight & High Performance Hyperlane leverages Rust’s memory safety and concurrency features, combined with the Tokio async runtime, to deliver exceptional performance. It handles asynchronous I/O efficiently, making it ideal for high-throughput applications. Full HTTP/1.1 Support Parses HTTP requests and builds res…  ( 4 min )

Creating a modern development environment in 2025 means combining a powerful editor, smart package management, the latest frameworks and build tools, plus good developer hygiene. Full-stack developers often use TypeScript for both frontend and backend code, so our setup must support it seamlessly. We'll cover everything from editor and AI assistants to package managers (npm, pnpm, Bun), popular frameworks (Next.js, Express, NestJS), fast bundlers (Vite, Turbopack), and essential tools like linters, formatters, testing frameworks, and CI/CD. By the end, you'll have a template for a cutting-edge, beginner-friendly TypeScript stack. A great editor is key. Visual Studio Code is a top choice for TypeScript developers, thanks to its rich extension ecosystem. You can install AI coding assistants …  ( 9 min )

Hyperlane: A High-Performance Rust HTTP Server Library In the realm of web development, the choice of a robust and efficient HTTP server library can significantly impact the performance and scalability of your application. Hyperlane, a lightweight and high-performance Rust HTTP server library, stands out as an exceptional choice for developers seeking to build modern web services. Designed with simplicity and power in mind, Hyperlane simplifies network service development while delivering outstanding performance. Hyperlane offers a comprehensive feature set that makes it an ideal choice for building web services. It supports HTTP request parsing, response building, and TCP communication, providing developers with the essential tools needed for web development. Beyond the basics, Hyperlan…  ( 5 min )

Okay, fellow cloud enthusiasts and Dev.to community! As someone who's been navigating the AWS cloud for over three plus years and loves helping others "get it," I'm thrilled to tackle a foundational yet incredibly powerful service: Amazon Elastic Load Balancing (ELB). Whether you're just starting your cloud journey or you're a seasoned pro looking to fine-tune your architecture, understanding ELB is key to building resilient, scalable, and high-performing applications. Let's dive in! Ever had your awesome application buckle under unexpected traffic? 😬 Your users see a dreaded error page, your team scrambles, and that crucial launch... well, it doesn't go as planned. We've all been there or heard the horror stories. In today's fast-paced digital world, application availability and performa…  ( 15 min )

Introduction Hyperlane is a lightweight, high-performance Rust HTTP server library designed for modern web services. Built on Tokio’s async runtime, it simplifies network development while delivering exceptional speed, cross-platform compatibility, and real-time communication support. With benchmarks surpassing Go, Node.js, and even Rust’s standard library, Hyperlane is redefining efficiency in web service development. Key Features Blazing Fast Performance: Hyperlane outperforms popular frameworks in QPS benchmarks: 340k QPS (Tokio) vs. 324k QPS (Hyperlane) vs. 224k QPS (Gin/Go) under 360 concurrent connections. Handles 100M+ requests with minimal overhead, ideal for high-traffic applications. Cross-Platform & Lightweight: Built with pure Rust and zero platform-specific depen…  ( 3 min )

🚀 Lovit is here! try-catch blocks — Lovit brings clean, consistent, and powerful error handling to modern codebases. 📚 Docs are live – dive in and see how easy it is to integrate. ⚡ Level up with Lovit now! lovit.dev  ( 2 min )

Introducing Hyperlane: The Lightweight, High-Performance Rust HTTP Server Hyperlane is a pure-Rust HTTP server library built on Tokio’s async runtime, designed to simplify network service development without sacrificing performance. With Hyperlane, you get a truly cross‑platform API that runs seamlessly on Windows, Linux, and macOS, while supporting advanced features like middleware, WebSocket, and Server‑Sent Events (SSE). Key Features Zero external dependencies: Pure Rust + standard library Cross‑platform compatibility: Same API on Windows, Linux, macOS High performance: QPS on par with Tokio, outperforming Rocket, Go, Node.js Flexible middleware: Request and response middleware for logging, authentication, headers Real‑time support: Built‑in WebSocket and SSE handling cargo add hyperlan…  ( 3 min )

What suggestions or criticisms do you have for me? I previously developed a version of the library, although it was not popular, but it was great for me and helped me build various commercial projects using it. Probably the lack of writing strong documentation and not creating content to introduce and teach its use caused it to be unknown This time I am rewriting it. The goal of this rewriting is to create a more modern, simpler and cleaner syntax. Also, new features and methods should be added to it For example, sending a simple message will be as easy as this: Bot::new()->text('Hello world')->send(); Its basic structure is being implemented https://github.com/botfire/botfire/tree/new-version-2  ( 3 min )

If you prefer to consume this article as a video, check this out! README Also, a quick side note: this article intends to be fully language agnostic, meaning that we don't discuss how to do something torrent-related in a certain language. Finally, if you're here because you're trying to implement a BitTorrent client yourself, you should probably check this diagram out (you do have to make an account, sorry). You may have heard of BitTorrent or torrenting before, but you’ve probably never taken a look under the hood of how it all actually works. Torrenting is a surprisingly complex process, and in this article, we’re going to take a deep dive into the BitTorrent protocol and how it works. If you're familiar, feel free to skip ahead Firstly, let’s talk about how it and torrenting works. …  ( 12 min )

Lightning-fast reviews and exceptional bot integration in this real-time markdown collaboration platform HedgeDoc is an open-source collaborative markdown editor that allows real-time collaboration, similar to Google Docs but with markdown support. The project has been online since 2016 (originally called CodiMD) and has gathered significant attention from developers looking for self-hosted, privacy-focused document collaboration. With over 6,000 GitHub stars and contributions from 163 developers, HedgeDoc has established itself as a popular choice for collaborative note-taking and documentation. We researched HedgeDoc on collab.dev and discovered some fascinating collaboration patterns that demonstrate the project's commitment to efficient development practices. Exceptional Review Speed: HedgeDoc boasts a remarkable 93% of reviews completed within 1 hour, ranking 4th among all analyzed repositories on collab.dev. Lightning Fast Turnaround: With a median review turnaround time of just 2 minutes and 13 seconds, developers can expect almost immediate feedback on their contributions. High Bot Integration: 85% of PRs are bot-generated, with bots accounting for 63.2% of all repository events, showing a strong commitment to automation. 100% Review Coverage: Every single PR gets reviewed before merging, demonstrating the team's dedication to code quality. HedgeDoc demonstrates how strategic automation and efficient review processes can create an exceptional developer experience while maintaining high quality standards. github.com/hedgedoc/hedgedoc collab.dev/hedgedoc/hedgedoc collab.dev pullflow.com  ( 3 min )

Ancient architects built cathedrals. Today, we build systems just as vast — invisible, intricate, and equally lasting. We are not just coding features. We are designing digital cathedrals. Written by Alireza Minagar https://medium.com/@aminagar_38889  ( 3 min )

Subscribe to my channel for Engineering videos @bitsofmandal Packaging applications with Docker is standard practice today — but for production-ready Go apps, image size, startup time, and security matter. In this post, we’ll walk through how to containerize a Go application, then progressively optimize the image size from 45MB to just 4MB using tried-and-tested techniques. Go produces statically linked binaries — ideal for minimal containers. Containerized apps run reliably across different environments. Optimized containers improve deployment speed, resource usage, and security. How to containerize a Golang app with Docker. Multi-stage builds and their benefits. Reducing image size with Go build flags. Using minimal base images (scratch). Compressing binaries with UPX. Real-world dep…  ( 4 min )

This guide is the second part of the "Build a Kubernetes Lab with Vagrant & Ansible" series. In this article, we’ll add resource usage monitoring to your cluster by installing the Kubernetes Metrics Server. Prerequisites Step 1: Install Metrics Server Step 4: Use the Metrics API What's Next? Useful links This article assumes you have already completed the first part of the series, where we created a local Kubernetes cluster using Vagrant and Ansible. If not, go back and follow Part 1: Build Your Local Kubernetes Cluster first. Reminder: You should have exported your Kubernetes configuration locally with the following command: vagrant ssh kubmaster -c "sudo cat /etc/kubernetes/admin.conf" > ~/kubeconfig-vagrant.yaml Set this file as your config path: export KUBECONFIG=~/kubeconfig-vagrant.…  ( 4 min )

This PicoCTF Playlist section is called Intro to Debuggers, the challenges will go deeper into how to use the Debugger, specifically GDB, a common debugger and disassembler. After some explanations of how to use the GDB, we can do the challenges. I am also using a Virtual Machine with Ubuntu to solve these challenges. Can you figure out what is in the eax register at the end of the main function? Put your answer in the picoCTF flag format: picoCTF{n} where n is the contents of the eax register in the decimal number base. If the answer was 0x11 your flag would be picoCTF{17}. Disassemble this (file). So what we need to do is: Get the file (debugger0_a) to disassemble Disassemble the main function with GDB Gather the value of eax register at the end of main function In summary, we need to ga…  ( 10 min )

Infinite scrolling is probably one of the most widely used features in today's web applications. Rather than relying on traditional pagination, it loads further content dynamically when users scroll. In this tutorial, you will learn how to implement a basic and simple Infinite Scroll component in React JS by fetching GitHub users from the GitHub API.🎯 📝🔰 Perfect for beginners! This guide focuses on the core logic without overwhelming you with complex React patterns. 🎯What We Will Build We will build a clean React application showing GitHub users as cards. When users scroll, additional users will be fetched automatically, providing an overall smooth browsing experience. 🛠 Tech Stack: useState to manage state ⚛️ useEffect to handle side effects like API calls and event lis…  ( 7 min )

Manual deployments are fine—until they aren't. As your application evolves, relying on local scripts or manual file uploads becomes a liability: it's slow, inconsistent, and prone to human error. In a production environment where uptime, reliability, and speed matter, you need something better. That’s where CI/CD comes in. Continuous Integration and Continuous Deployment (CI/CD) introduces automation and structure to your development workflow. With it, every change pushed to your repository can be automatically tested, built, and deployed—without manual steps. This reduces errors, accelerates delivery, and ensures your team spends less time deploying and more time building. In this guide, we’ll walk through setting up a CI/CD pipeline for a Python backend application using GitHub Actions a…  ( 11 min )

L-System Studio is an environment for creating and exploring L-Systems. It was built with Elm by Hunor Geréd. I learnt about the project when he decided to submit it to Built with Elm back in April 2023. It's a fun application for exploring L-Systems but it can be quite resource intensive. My browser has even crashed on several occasions. Definitely not a good look for Elm. Could the performance be improved whilst using Elm or do we have to resort to mutable generation in JavaScript? That was the nagging question. The first thing that caught my attention was the huge number of SVG nodes that were being generated in the DOM. Those SVG nodes are created by looping over the array of characters returned by LSys.generateSequence. It's not one to one but the number of SVG nodes that are added to…  ( 9 min )

Configure an Amazon CloudWatch alarm with an encrypted Amazon Simple Notification Service (Amazon SNS) topic. Monitoring and alerting are essential in the cloud but securing those alerts is important too. In this post, we are going to explore how to configure a CloudWatch Alarm so that you are being notified through an SNS topic, which is encrypted with KMS, so your alert data stays secured. Note: You must use an AWS Key Management Service (AWS KMS) customer managed key to deliver Amazon SNS notifications with an encrypted Amazon SNS topic for a CloudWatch alarm. If you use the default alias/aws/sns AWS managed key for encryption, then the CloudWatch alarm fails to initiate the alarm action. You then receive a message that's similar to the following in the Alarm History section: "Failed …  ( 5 min )

By: Matt Butcher The WebAssembly System Interface (WASI) specification is a proposed standard that describes how to connect a WebAssembly application to its underlying environment. Designed with security at the fore, WASI describes mechanisms for Wasm applications to interact with system resources such as clocks, sockets, filesystems, environment variables, and other Wasm components. The original WebAssembly project was jointly created by Mozilla, Google, Microsoft, and Apple in order to provide a common language runtime inside of the web browser. Following the path of web standards like HTML and CSS, the early Wasm creators decided to standardize the technology through the W3C. Nearly a decade later, the W3C standardization of WebAssembly is moving along well. WebAssembly 1.0 was complete…  ( 6 min )

Authentication remains one of the most critical aspects of modern application development. Among the various authentication mechanisms available, JSON Web Tokens (JWTs) have become increasingly popular due to their flexibility and stateless nature. This article explores the complete lifecycle of JWTs—from creation to storage and verification—providing both theoretical knowledge and practical implementation guidance. Before diving into implementation details, let's understand what makes JWTs unique. A JWT consists of three parts separated by dots: Header: Payload: Signature: When encoded, a JWT looks like this: xxxxx.yyyyy.zzzzz Let's explore how to create JWTs with proper security considerations: const jwt = require('jsonwebtoken'); function generateAccessToken(user) { // Avoid i…  ( 5 min )

The AI landscape is evolving rapidly, and with it, the tools and protocols that empower developers to build more efficient and scalable systems. One such advancement is the integration of the Model Context Protocol (MCP) into KaibanJS, our JavaScript framework for building multi-agent AI systems. The Model Context Protocol (MCP) is an open standard developed by Anthropic to streamline the interaction between AI models and external tools or data sources. Think of MCP as the USB-C of AI integrations—providing a universal, standardized way for AI agents to connect with various services without bespoke connectors. Standardized Communication: MCP offers a structured framework for AI models to interact with tools and services. Tool Access & Expansion: AI assistants can utilize external tools for…  ( 4 min )

Hey everyone 👋 Here’s my latest update on what I’ve been building, learning, and overcoming this past week as part of my journey as a software developer. 💡 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗥𝗲𝗰𝗮𝗽 – 𝗛𝗲𝘃𝘆 𝗦𝗗𝗞 ( https://github.com/JackEcuyer/hevy-sdk ) ✅ 𝗧𝗵𝗶𝘀 𝗪𝗲𝗲𝗸’𝘀 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 📚 𝗪𝗵𝗮𝘁 𝗜’𝘃𝗲 𝗟𝗲𝗮𝗿𝗻𝗲𝗱 ⚠️ 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 🔜 𝗡𝗲𝘅𝘁 𝗦𝘁𝗲𝗽𝘀 If you’re into dev logs, personal projects, or learning in public - feel free to follow! I’d love to hear what others are building too.  ( 3 min )

🗥️ So I was casually doomscrolling X (yes, again)... when I stumbled upon a post by DEV Community that made my brain short-circuit: ✨ “ScoutDB turns plain English into MongoDB queries.” Wait, what?! You've got the data questions, but not always the query-fu: "Find all users who joined after Jan 2023 and liked more than 5 posts" Normally, you'd need to hand-craft some MongoDB incantation like: db.users.aggregate([ { $match: { joinDate: { $gte: ISODate("2023-01-01") }, likes: { $gt: 5 } } } ]) But what if you could skip the syntax pain? ScoutDB is like having a friendly AI that: ✅ Understands what you're trying to ask in English explore like a boss You type: Show me all posts with more than 100 likes created in the last 30 days ScoutDB replies with: db.posts.find({ likes: { $gt: 100 }, createdAt: { $gte: new Date(Date.now() - 30*24*60*60*1000) } }) Then maps the results and relationships for you in a visual explorer. No more $lookup headaches. No more crying in JSON. Saw this post by @thepracticaldev on X 👇 (I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell) 🗣️ English → MongoDB query? ✅ 🧠 Auto-maps your schema? ✅ 🎨 Visual canvas for data exploration? ✅ 🧣 Found it while doomscrolling Twitter? BIG ✅ 🧵 Original Post from DEV Community 💬 So, are you still writing $match manually or are you letting ScoutDB take the wheel? Tell me below 👇  ( 3 min )

Fri, May 16, 2025 This Week in Python is a concise reading list about what happened in the past week in the Python universe. Introducing Pyrefly: A new type checker and IDE experience for Python A single Python function for both async/sync Unravelling t-strings I don't like NumPy The Database Row That Did and Didn't Exist autogenlib – Python library that automatically generates code on-the-fly using OpenAI's API reaktiv – Reactive Computation Graphs State Management for Python toller – Lightweight Python library to make your async calls to microservices, etc. more robust and reliable PyUIBuilder – GUI builder for Tkinter, CustomTkinter, Kivy and PySide Scrapling – An undetectable, powerful, flexible, high-performance Python library to make Web Scraping Easy and Effortless  ( 3 min )

Day-to-day I mainly contribute to a Elva, a powerhouse of AWS-experts aiming to help our customers to elevate their cloud journeys using serverless. However, sometimes life brings you into other platforms like Google Cloud in this case (which I also like a lot). This time I needed to set up container deploys as a part of a GitHub Action workflow authenticating towards Google Cloud Artifact Registry using Workload Identity Federation (a better way to replace Service Account key files) Let's look at how to set up the workflow file and the necessary Google Cloud configurations to acheive this. Before we even touch the GitHub Actions YAML, we need to configure Google Cloud to trust our GitHub Actions workflow. We'll do this using Workload Identity Federation. This is a secure way to allow your…  ( 9 min )

When the new version of your website or web app is ready, you probably can’t wait to get it deployed on production. But wait – there’s one crucial step you have to make before you provide it to a broad audience: performance testing. What are the biggest performance testing benefits? Why you really shouldn’t neglect this step? These are the questions I’ll answer in this article. Performance testing process allows you to evaluate the stability and responsiveness of websites and web applications. You do this to ensure everything loads fast enough, the system doesn’t crash, and its general performance doesn’t affect the user experience negatively. You usually conduct software performance testing during critical moments – such as the introduction of a new feature, the launch of a new version or…  ( 8 min )

an **Intelligent Agent **is an entity that perceives its environment, takes actions autonomously to achieve goals, and may improve its performance through machine learning or by acquiring knowledge. Leading AI textbooks define artificial intelligence as the "study and design of intelligent agents," emphasizing that goal-directed behavior is central to intelligence. A specialized subset of intelligent agents, agentic AI (also known as an AI agent or simply agent), expands this concept by proactively pursuing goals, making decisions, and taking actions over extended periods, thereby exemplifying a novel form of digital agency.[1] Intelligent agents can range from simple to highly complex. A basic thermostat or control system is considered an intelligent agent, as is a human being, or any ot…  ( 4 min )

🛡️ In light of recent Indo-Pak tensions, cybersecurity is no longer just a tech issue—it’s a national security imperative. While our soldiers guard the physical borders, India’s digital borders are being probed every day by nation-state actors, hacktivists, and opportunistic threat groups. India’s cybersecurity strategy cannot rely on isolated defense. We need collaboration between the government and cybersecurity professionals. From Aadhaar-linked services to cloud-hosted citizen data and internal gov communications—India's digital infrastructure is massive. During times of geopolitical tension, we see a surge in: 🕵️‍♂️ Website defacements 🌐 DDoS attacks on public portals 🧬 Phishing against officials 🎯 Propaganda via social media To tackle this, we need more than 'firewalls'. We need…  ( 4 min )

In today’s competitive gaming industry, creating a successful video game requires more than just a great idea. It demands a well-structured approach, innovative thinking, and detailed planning. To bring a game to life, developers need to master the Game Creation Process, build a solid Game Design Document, and incorporate the Best Game Mechanics that keep players engaged. Let’s explore how these elements contribute to building exceptional games. Understanding the Game Creation Process Conceptualization: This is where the creative journey begins. Developers brainstorm game ideas, themes, target audience, and platform. The primary goal at this stage is to define the core vision of the game. Game Design Document (GDD): Once the concept is clear, the team develops a Game Design Document. This …  ( 4 min )

Python is a widely used high level general purpose programming language created by Guido van Rossum in 1991. It is used for web development,software development,data analytics and Artificial Intelligence & Machine Learning. Python is widely preferred due to it's high capabilities below It has a simple syntax similar to English language hence simple to use and understand. Python runs on intepreter system meaning code can be executed as soon as it's written.You do not need to compile your program before executing it. Python supports 3 programming paradigms - its procedural,object-oriented and functional. Python has extensive library which includes almost every function imaginable A variable is a named location used to store data in memory and can hold different data types ie strings, in…  ( 6 min )

Deploying Prometheus on a Raspberry Pi cluster is a great way to monitor your Raspberry Pis and gather insightful metrics from them. In this guide, we'll walk through the steps to set up Prometheus with one master node (Pi) and three worker nodes (Pis). Prerequisites 4 Raspberry Pi devices (1 master node and 3 worker nodes) Raspbian OS installed on each Raspberry Pi SSH access to each Raspberry Pi Instructions Setting Up the Master Node bash sudo apt install -y prometheus bash sudo nano /etc/prometheus/prometheus.yml Add the following scrape configurations: yaml scrape_configs: - job_name: 'raspberry-pi' static_configs: - targets: [':9100', ':9100', ':9100'] Replace WORKER_1_IP, WORKER_2_IP, and :9090, replacing with the IP address of your master node. Common Pitfalls and Troubleshooting Tips Pitfall 1: Incorrect IP Addresses Pitfall 2: Service Fails to Start bash sudo journalctl -u prometheus sudo journalctl -u prometheus-node-exporter Common issues include syntax errors in the configuration files or missing dependencies. Pitfall 3: High Resource Usage Pitfall 4: Outdated Software bash sudo apt update sudo apt upgrade Conclusion Congratulations! You've successfully deployed Prometheus on your Raspberry Pi cluster. With this setup, you can monitor your devices and gather valuable metrics to help you manage your cluster more effectively. In the next post of this series, we will deploy a Typescript Web service to Kubernetes. See you there!  ( 4 min )

The demand for effective real time data processing has reached a point of no return in the 21st century. Real-time data processing is the constant, uninterrupted handling and delivery of messages and events. Examples of real-time data processing include live traffic updates, stock market feeds, online video games, etc., where data is processed and acted upon as it is received. It is absolutely paramount that companies and service providers process data in real time (live) as effectively and as quickly (nanoseconds) as possible to ensure a better user experience on their products and services. You might be taken aback by the number of industries that require real time processing to stay afloat in the fast-paced software ecosystem today. This document will provide you with context on the ETL…  ( 6 min )

1. Introduction As organizations increasingly migrate workloads to the cloud, cost management becomes a critical component of sustainable operations. While cloud services like AWS offer flexibility and scalability, they also come with the risk of escalating expenses if not carefully monitored. This is where FinOps — a practice that blends financial accountability with cloud engineering — plays a key role. 2. Understanding EC2 Cost Structures To effectively reduce AWS costs through automation, it's essential to first understand how EC2 (Elastic Compute Cloud) pricing works. AWS offers a flexible pricing model for EC2 instances, but this flexibility can also lead to overspending if not managed carefully. 2.1 EC2 Pricing Models On-Demand Instances: These are billed per second (with a mini…  ( 10 min )

Did your input fields get an unwanted yellow background due to Chrome's autofill? You can override it with a neat CSS trick! 🎨✨ 🔍 Why This Matters  ( 3 min )

Explica este código TypeScript Dificultad: Básico function announceSongBy(song: string, singer: string | undefined) { console.log(song); if(singer){ console.info(singer) } } console.log(announceSongBy("Greensleeves")); A. undefined B. null C. Se esperaba dos argumentos, pero se recibió uno D. string Respuesta ✅ C. Se esperaba dos argumentos, pero se recibió uno El parámetro singer tiene explícitamente la anotación de tipo string | undefined lo que significa que este parámetro no es opcional sino obligatorio. Es por este motivo que cuando llamamos a la función announceSongBy con solo un parámetro sistema de tipado de Typescript encuentra una inconsistencia y lanza una advertencia. Es importante notar que al momento de compilar este ejemplo, el código JavaScript resultante no presentara ninguna problema y mostrara por consola la cadena Greensleeves. Las advertencias que nos hace Typescript solo son útiles en el periodo de desarrollo.  ( 5 min )

Hey Rails devs! 👋 If you're using Active Storage in your Ruby on Rails applications (and let's be honest, it's pretty awesome for handling file uploads!), you've probably experienced its power and simplicity. But have you ever wished you could easily see what's going on under the hood? Like, a proper dashboard to visualize your blobs, attachments, and overall storage usage? I found myself wanting exactly that. Digging through the console or database to check on files, their metadata, or how much space they're consuming can be a bit tedious. That's why I built Active Storage Dashboard! Active Storage Dashboard is a mountable Rails engine that provides a sleek, modern, and (dare I say) beautiful dashboard to monitor and inspect your Active Storage data. It's designed to be: Informative: …  ( 5 min )

When writing unit tests for JavaScript applications, organizing your tests properly can greatly improve maintainability and readability. One common technique uses nested describe blocks to group related test cases. Nested describe blocks do not cause any issues with code coverage reports or coverage UIs in modern testing frameworks like Jest: Coverage tools like Jest/Istanbul measure which lines of code are executed during tests, regardless of how those tests are organized The nested structure doesn't affect which code is executed or how it's measured Test organization is purely for human readability and doesn't impact coverage metrics Better Organization: Groups related tests logically by function or behavior Scoped Setup/Teardown: You can use beforeEach/afterEach at different levels of n…  ( 4 min )

Technical Description: Construct a Private Cloud Virtually (VPC) This project involves creating a secure and isolated Virtual Private Cloud (VPC) within a public cloud platform such as AWS, Azure, or GCP. It includes configuring custom IP ranges, subnets (public and private), route tables, internet and NAT gateways, and implementing Security Groups and Network ACLs for traffic control. Virtual machines are launched in appropriate subnets, with private resources accessing the internet via NAT. The setup ensures secure communication and resource segmentation. Infrastructure as Code (e.g., Terraform) may be used for automation. This project showcases essential cloud networking, security, and deployment skills. - Step 1 Off we go! Let's kick things off by creating a VPC. In this step, get re…  ( 5 min )

Improving OCR Accuracy for Better Text Recognition Optical Character Recognition (OCR) technology has revolutionised document digitisation, but its effectiveness ultimately depends on accuracy. Even small improvements in OCR accuracy can dramatically enhance the usability of digitised documents, reduce manual correction time, and increase the reliability of automated workflows. Understanding how to optimise the OCR process at every stage can help you achieve significantly better results. This comprehensive guide explores strategies and techniques for improving OCR accuracy, from document preparation and scanning to software settings and post-processing methods. Before diving into improvement techniques, let's understand what affects OCR accuracy: Character Recognition Errors: Similar cha…  ( 9 min )

Ever been in a daily Scrum where developers list empty words like “I coded the UI”? That’s a status update, not a sprint goal discussion. I’ve seen this confusion tank team focus for many years - and yes, I fix it every time. Sprint goals are Scrum’s core, yet developers often treat them as empty to-do lists. So let’s explore why developers confuse them with status updates, why sprint goals matter and how to fix the status update confusion to deliver real value. Why the confusion? A sprint goal is a clear outcome, like “Our team will allow users to enable gravitational anti-matter this sprint so that users can fly above water in their cars” or “We need to reduce technical debt to free up 25% of EC2 resources for other higher value added batches.” It’s the common why for the whole team t…  ( 5 min )

Consistência de padrões, cores, e reforço da memória operacional. Alguma vez você já soube onde clicar antes mesmo de ler o texto? Isso não é sorte. É o seu cérebro trabalhando com memória visual e reconhecimento de padrões. Mais da metade do cérebro é dedicada ao processamento visual. Nós lembramos melhor de formas, cores e posições do que de palavras. Na interface, isso significa: Ícones familiares ajudam a entender ações Padrões repetidos guiam o comportamento Consistência visual reduz a curva de aprendizado A memória operacional (ou de trabalho) tem capacidade limitada. É como um post-it mental que segura poucas informações por vez. Toda vez que uma interface muda padrões visuais sem necessidade, ela exige mais esforço do cérebro. É como se dissesse: “esqueça tudo que aprendeu até …  ( 4 min )

Overture Maps provides a rich, open and collaborative dataset of geospatial features that’s designed to power everything from routing to visualization. These datasets are distributed in GeoParquet format : cloud-native, efficient, columnar, and increasingly becoming a standard for geospatial data at scale. But what if you could explore and query these massive datasets directly in your browser - without any server-side processing or backend setup? Thanks to DuckDB-WASM, you can. Demo Code In this post, we’ll walk through how to: Load an Overture Maps GeoParquet file into the browser Query it using SQL, right from the front-end Visualize features on a map Let’s dive in. 🦆 DuckDB-WASM: A full DuckDB engine compiled to WebAssembly, enabling in-browser analytics. GeoParquet: Parquet format wit…  ( 4 min )

Hey there, developer friend! 👋 Let’s talk about the worst part of CI/CD: waiting ages for your pipeline to install dependencies, rebuild the same files, and finally deploy. It’s like watching paint dry—except the paint is your productivity. But what if I told you there’s a way to cut build times in half (or more) with a few simple tweaks? Spoiler: It’s all about dependency caching and avoiding redundant work. Let’s turn your sluggish pipeline into a speed demon. Why Caching Matters: The Pain of Redundant Work Imagine this: You push a tiny CSS fix. Your pipeline reinstalls all dependencies from scratch. It rebuilds the entire project. You wait 15 minutes for a 10-second change. 😤 The culprit? No caching. Every run starts from zero, wasting time and compute resources. Step …  ( 5 min )

Target identification is a crucial cornerstone of the drug discovery process, determining which proteins or biological entities should be modulated to achieve therapeutic effects. Traditionally labor-intensive and time-consuming, this critical step is undergoing a revolutionary transformation through the application of machine learning (ML) and artificial intelligence (AI) techniques. By 2025, AI-driven drug discovery is projected to slash development timelines by 40% and boost success rates by 20%, making it essential for pharmaceutical companies to adopt these technologies. Understanding Target Identification in Drug Discovery The Critical Role of Target Identification Target identification is the process of determining which proteins, genes, or biological pathways are implicated in a di…  ( 9 min )

If you're preparing for QA roles, this definitive guide on Selenium Python interview questions will help you crack interviews confidently. Whether you're a fresher or an experienced professional, we've compiled a comprehensive list of python selenium automation interview questions that are frequently asked in top companies. Python is a high-level, interpreted programming language known for its simplicity and versatility. In automation, especially with Selenium, Python is preferred due to its easy syntax, open-source availability, and vast support libraries. Python is used to write test scripts in Selenium for automating browser actions. It helps in test data generation, report creation, test execution, API testing, and continuous integration Some commonly used frameworks include: unittest …  ( 10 min )

How NGINX Works Web Server Acting as a Reverse Proxy: The Middleman with Superpowers Here's how it works: A client sends an HTTP request to your web application. NGINX receives the request first, acting as the front-facing gateway. Based on its configuration, NGINX forwards the request to the appropriate backend server. The backend server processes the request (e.g., querying a database or rendering a web page) and sends the response back to NGINX. NGINX then returns the response to the original client. Key Advantages of Using NGINX as a Reverse Proxy: Load Balancing: Distributes traffic across multiple backend servers using strategies such as round-robin, least connections, or IP hash. Caching: Caches responses from backend servers to improve speed and reduce load. SSL Termination: H…  ( 5 min )

In modern web or mobile development, working with dynamic URLs is common — especially when environments (development, staging, production) have different base URLs but share similar API paths. One useful helper function is replacing just the base URL of an existing URL string while preserving its path and query parameters. Here’s a handy utility function to do just that: export const replaceBaseUrl = (oldUrl, newUrl) => { try { const parser = new URL(oldUrl); // Parse the original URL const newUrlObject = new URL(parser?.pathname, newUrl); // Replace the base URL while keeping the path return newUrlObject?.toString(); // Return the updated URL as a string } catch (error) { // You can log or handle errors here console.error("Invalid URL:", error); return null; …  ( 4 min )

TL;DR In this tutorial, you will learn how to build a therapy marketplace app using Next.js, Stream, and Firebase. The app will allow clients to find therapists, chat, and book virtual therapy sessions. Firebase will handle the backend operation, while Stream will handle in-app chat and video calls. The application supports two types of users: therapists and clients. Therapists can: 🥼 Create an account based on their area of specialization and set an hourly rate. Clients can: 👉🏻 Browse and book therapists based on their specialization and specific needs. To fully understand this tutorial, you need to have a basic understanding of React or Next.js. We will use the following tools: Firebase - a Backend-as-a-service platform developed by Google to enable us to add authentication, data…  ( 25 min )

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👋 Just Passing By... 👉 Check it out here Thanks for the support — and see you there! 🎥💻  ( 2 min )

If you’ve been coding for a bit, chances are you're already comfortable working with strings and arrays. So let’s skip the warm-up and jump straight into the one structure that quietly powers a ton of efficient solutions but often doesn’t get the spotlight it deserves: Hash Tables are data structures that store key-value pairs, and they give you constant-time lookups on average — O(1) time complexity for accessing, inserting, and deleting items. Hash Tables are your go-to when you need to: Count things (like frequencies of characters or items) Track what you’ve seen (e.g., duplicates) Map one thing to another (like IDs to objects) They're elegant, fast, and can simplify problems that otherwise require nested loops. Imagine a real-world dictionary: You want to look up the word “banana” You …  ( 5 min )

Google’s Gemini 2.5 and OpenAI’s o3 represent the cutting edge of generative AI, each pushing the boundaries of reasoning, multimodal understanding, and developer tooling. Gemini 2.5, introduced in early May 2025, debuts state‑of‑the‑art reasoning, an expanded context window of up to 1 million tokens, and native support for text, images, audio, video, and code — all wrapped in Google’s AI Studio and Vertex AI platforms. OpenAI’s o3, released April 16, 2025, builds on its “o‑series” by internally chaining thought steps to tackle complex STEM tasks, scoring top marks on benchmarks such as GPQA and SWE‑Bench, while adding web browsing, image reasoning, and full tool access (e.g., code execution, file interpretation) for ChatGPT Plus and Pro users. Both platforms offer robust APIs and integrat…  ( 8 min )

Here’s a comprehensive guide on how to elevate your rough sketches into polished artworks using Midjourney’s cutting‑edge AI tools. We’ll cover everything from the platform’s latest capabilities to best practices for preparing your input sketches, refining prompts, leveraging new editing features, and iterating towards gallery‑ready outputs. Along the way, you’ll discover practical tips—backed by the freshest updates from Midjourney’s V7 release and community insights—to help you transform simple lines into stunning masterpieces. Midjourney is an independent research lab and AI art platform founded to explore novel modes of human creativity through generative models ([midjourney.com][1]). Launched in open beta on July 12, 2022, it operates predominantly via Discord, allowing artists to iss…  ( 8 min )

🎉 A Model for Every Need To test the launch of the Amazon Nova model family, I created a magical storytelling application that generates fully immersive kids’ stories—powered entirely by using Nova models and Amazon Bedrock. As a parent of young children, I wanted to build something both fun and meaningful. An interactive story creator that could bring joy to kids while showcasing the capabilities of Amazon’s latest AI models. Nova models were the perfect choice as they contained everything I needed. For images, video, text - this could all be handled by Nova. Imagine a child saying: “Tell me a story about a rainbow dinosaur and a flying cookie.” The app responds with: ✅ A custom-written story ✅ Colorful images ✅ Narrated audio based on the story text That’s the magic of Nova and w…  ( 5 min )

Artificial intelligence–generated images are reshaping creative industries, journalism, and digital communication. As these tools become more accessible, ensuring the authenticity of visual content has emerged as a paramount concern. OpenAI, a leader in AI research and deployment, has pioneered multiple strategies to detect and label images produced by its generative models. This article examines the mechanisms OpenAI employs to identify AI-generated images, drawing on the latest developments in watermarking, metadata standards, content provenance, and emerging detection research. The proliferation of AI image generators poses risks ranging from the spread of misinformation and deepfakes to unauthorized mimicry of artists’ work. Detecting AI-generated imagery helps news organizations verif…  ( 6 min )

The COVID-19 pandemic brought a major shift in how people view mental health. Social isolation, uncertainty, and limited access to traditional psychological support led to a noticeable rise in emotional and mental strain. In response, many began searching for quick and accessible coping tools — with digital solutions emerging as one of the most convenient options. At the same time, rising levels of stress, anxiety, and emotional burnout have been fueled by ongoing global economic challenges, as well as increasing geopolitical tensions and armed conflicts worldwide. In this climate of prolonged uncertainty, the demand for personal tools to support mental well-being continues to grow. As a result, the culture of self-care is evolving rapidly. Mental health awareness is steadily becoming part…  ( 4 min )

The BoldSign mobile app was designed to simplify and speed up your eSignature workflow, allowing you to manage eSignature tasks on the go. In this blog post, we’ll highlight key features of the BoldSign mobile app that enhance your eSignature experience and overall efficiency. Before beginning the blog, if you haven’t tried the BoldSign mobile app yet, please do so and share your feedback. The BoldSign mobile app is now available on the Google Play Store and App Store for Android and iOS devices. With the BoldSign mobile app, you can create a new document from scratch, upload a document from your device, add recipients, assign form fields, and send it out for signature. You can also use existing templates created on the BoldSign web app. Documents created in the BoldSign web app can be vie…  ( 7 min )

As an indie developer building iOS tools, I recently launched 3 SwiftUI starter kits focused on real-world problems most devs hit: iOS ↔️ Apple Watch sync using WCSession Includes sendMessage and updateApplicationContext Shared model and live bi-directional sync 👉 Check it out 🎛️ Settings & Onboarding UI Kit Modular SwiftUI settings screen Dark mode, toggle states, AppStorage Three-screen onboarding flow 👉 See it here ❤️ HealthKit Dashboard Starter Kit Pulls real-time data from HealthKit (steps, heart rate, etc.) Clean SwiftUI dashboard layout Great for fitness and wellness MVPs 👉 Explore this kit Each one is a plug-and-play solution — perfect for solo devs or client work. Let me know what SwiftUI kit you'd love to see next! Happy to answer any questions 👇  ( 3 min )

Introduction What is a Media Query? A media query is a CSS technique used to apply styles based on the device's characteristics, like screen width, height, orientation, or resolution. It helps make websites responsive. Syntax of a Media Query @media only screen and (max-width: 600px) { @media is the rule. only screen targets screen devices. (max-width: 600px) means it will apply when the screen is 600px or less. Inside the curly braces, you write the CSS rules that should apply. Common Media Query Breakpoints /* Small devices (phones) */ @media (max-width: 600px) { ... } /* Tablets */ @media (min-width: 601px) and (max-width: 992px) { ... } /* Laptops */ @media (min-width: 993px) and (max-width: 1200px) { ... } /* Desktops */ @media (min-width: 1201px) { ... } These are just examples. You can set custom breakpoints based on your design needs. Why Media Queries Matter Improves user experience across different devices Helps build mobile-friendly websites Allows you to customize layouts for different screen sizes My Practice Example /* Default style */ /* For mobile screens */ @media (max-width: 600px) { This changes the paragraph text size and color on smaller screens. Final Thoughts Learning media queries has helped me understand how to build responsive designs. It’s a simple but powerful tool in CSS that every web developer should master.  ( 3 min )

In this article, I will briefly discuss the most important aspects of concurrency in C#. A system is said to be concurrent if it can support two or more actions in progress at the same time. A system is said to be parallel if it can support two or more actions executing simultaneously. — The Art of Concurrency book To make breakfast, one person can boil eggs, make tea, and toast bread at the same time. However, they cannot drive to the grocery store and come back simultaneously. To make breakfast and buy groceries in parallel, you need at least two people. A computer with a single CPU and a single thread can perform multiple tasks by quickly switching between them. However, to work on multiple jobs simultaneously, multiple threads are required. Each thread acts as a separate worker, allowi…  ( 6 min )

Introduction When I first started my journey as a MERN stack developer, I saw JavaScript and its ecosystem as a whole new world — dynamic, event-driven, and surprisingly flexible. However, having a solid background in Core Java gave me a foundation that turned out to be incredibly valuable, even if the syntax and paradigms seemed worlds apart at first. In this blog, I’ll share my personal experience of how mastering Core Java concepts like multithreading, memory management, and object-oriented principles helped me become a better MERN developer. I’ll dive into how these Java fundamentals sharpened my understanding of backend architecture, asynchronous programming in Node.js, and even front-end design thinking. Java, with its strict object-oriented programming (OOP) approach, teaches you …  ( 4 min )

Qwen3-32B is a powerful and thoughtful language model designed to handle everything from casual chats to deep reasoning. It shines in areas like solving logic puzzles, writing stories, walking through math problems step by step, and even following complex instructions over long conversations. What sets it apart is its ability to switch modes — it can think carefully when needed or keep things light and efficient during everyday conversations. It also understands over a hundred languages and can switch between them smoothly. This version comes in the GGUF format, which means it’s easy to run efficiently on a well-configured system without needing complicated setups. Whether you’re building tools, writing creative content, or exploring new ideas, Qwen3-32B is ready to help — and it does it w…  ( 5 min )

Just launched my new VS Code theme: NeuralTone Theme 🎨 A dopaminergic dark theme focused on deep coding. 👉 https://marketplace.visualstudio.com/items?itemName=KaioDutra.neural-tone-theme vscode #themes  ( 3 min )

If you’re a Java learner, student, or someone interested in desktop application development, the Stock Management System Project in Java is an ideal project for you. It’s practical, easy to understand, and gives you real-world experience with Java, MySQL, and GUI applications. 🧾 What Is the Stock Management System Project? You can find the full project and source code here: Stock Management System in Java – Download Project 🔧 Features of the Project Stock Management Add companies (e.g., Samsung, LG) Create subcategories (e.g., Refrigerators, Washing Machines) Add products with name, price, and quantity View and update product information Billing System Generate bills by adding customer and product details View bills by date or customer Employee Management Add employees with name, role, and contact info View and manage employee details Create login accounts with Manager or Employee roles 💻 Technology Stack Database: MySQL GUI: Java Swing (NetBeans IDE recommended) Connectivity: JDBC (Java Database Connectivity) 🎓 Who Is This Project For? B.Tech / BCA / MCA students Java beginners working on CRUD applications Developers building inventory or billing software Anyone preparing for software demos or portfolio projects 📥 What You Get with the Download Full Java source code MySQL database files Setup instructions Free remote installation support 30-day money-back guarantee 💸 Price: ₹1499 (discounted from ₹2998) 👉 Get it here 💬 Final Thoughts Whether you’re preparing for an academic submission or just want to create something meaningful, this project has everything you need. 👉 Download now and start building: https://projectsforeveryone.com/project/stock-management-system-project-in-java-source-code/  ( 3 min )

Since I started programming in Python, I have been fine using its standard library tool ‘venv’ for all of my work. You can create a venv like this: Python -m venv In the Python ecosystem, there are 4 famous tools for creating virtual environments: Standard library venv Virtualenv package Pipenv Conda environments I don’t want to go into depth about the differences between these tools; you can find useful compression articles for any of these tools against another one. For example this StackOverFlow thread A while ago, I started working on the project with 3 Python versions, 2.7 / 3.3 / 3.8. My main concern was using different python versions, install, switch and create venv for them as straightforward as it’s possible. Unfortunately, my favorite tool ‘standard library venv’ do…  ( 4 min )

We're excited to introduce the MultiScene360 Dataset, a groundbreaking real-world multi-camera video dataset specifically designed for generative vision AI applications. Inspired by cutting-edge research in multi-view video understanding, including insights from the ReCAMM (Real-time Camera Motion Modeling) project, this dataset fills a critical gap in multi-perspective visual data for AI training. Download the MultiScene360 Dataset Now Next-Gen Video Generation & View Synthesis The MultiScene360 Dataset provides the essential building blocks for training models in neural rendering and novel view synthesis. With four synchronized camera views per scene (soon expanding to 6-8 views), researchers can develop models that: Generate smooth camera movements between fixed viewpoints Create con…  ( 4 min )

If you don't know me yet, I have been working on ArkScript for nearly 6 years now. ArkScript is a scripting language in modern C++, running on a custom virtual machine (like Python or Lua), with the goal of having a syntax easy to learn and use, a C++ interface to embed it in programs, and decent performances (without trying to be as fast as Lua though, Mike Pall is a genius and did outstanding work on LuaJIT). A silly question that you shouldn't care about, unless the perceived slowness of the language is becoming a problem. Recently, I added more benchmarks to the language, and I was quite astonished to see that it was 1.5 times slower than Python on such a simple benchmark: (mut collection []) (mut i 0) (while (< i 1000000) { (append! collection i) (set i (+ i 1)) }) (mut sum 0) (s…  ( 10 min )

Se você quiser ir direto para o código, esse repositório aqui tá contendo uma API e um app com Expo que implementam tudo que falei nesse artigo: Local-First é um conceito super popular no desenvolvimento de aplicações modernas que oferece uma ótima experiência para o usuário. Na prática, é um conceito bem direto: todas as ações são "cacheadas" localmente antes de serem sincronizadas com o backend, permitindo que o app funcione mesmo offline. Implementar traz alguns desafios bem específicos: Como monitorar o status de conectividade do usuário que fica mudando o tempo todo? Como disparar a sincronização com o backend quando voltar online? Vou precisar fazer todo esse gerenciamento do zero no meu projeto? Felizmente, existem diversas soluções que facilitam a implementação do Local-First em di…  ( 7 min )

I. Executive Summary Purpose of the Report: This report provides an in-depth comparative analysis of six leading C# PDF libraries, encompassing three commercial options (IronPDF, iText 7, Aspose.PDF for .NET) and three open-source alternatives (PuppeteerSharp, PDFsharp, QuestPDF). The evaluation is tailored for .NET developers, technical leads, and solution architects, aiming to furnish them with practical insights and extensive C# code examples. This information is intended to facilitate an informed selection of the most suitable library for diverse project requirements in the 2024-2025 timeframe, ensuring that development teams can choose the best tool for their specific needs. The landscape of C# PDF libraries presents a variety of solutions, each with distinct strengths that cater t…  ( 49 min )

A large part of state management is data management - who owns data? How are limits kept track of? How is data allocated and destroyed? Our system has objects transparently migrating from server to server, so pointers are not an option - we have references instead. References can become invalid if the referenced object is destroyed, which leaves us with two options. Guarantee at the compiler and runtime level that all references remain valid while used, through lifetime tracking and the borrow checker, or force the programmer to handle the case of an invalid reference on every access. The latter is easier, if we introduce "owning references", which there can be only one of, and that are always valid. In fact, when an object is just declared as a field of another object - that's an owned re…  ( 5 min )

Git adalah salah satu sistem kontrol versi yang paling populer di dunia pengembangan perangkat lunak. Salah satu fitur yang sering kali membingungkan tetapi sangat berguna dalam Git adalah rebase. Dalam tutorial ini, kita akan mempelajari secara mendalam tentang Git rebase, cara menggunakannya dengan benar, dan praktik terbaik yang harus diikuti. Git rebase adalah perintah yang memungkinkan Anda mengubah sejarah commit dengan memindahkan, menggabungkan, atau memodifikasi rangkaian commit yang ada. Secara sederhana, rebase mengambil satu cabang dan "menempatkannya kembali" di atas cabang lainnya. Perintah git rebase memiliki fungsi yang mirip dengan git merge, keduanya dirancang untuk mengintegrasikan perubahan dari satu cabang ke cabang lainnya. Namun, keduanya melakukannya dengan cara yan…  ( 6 min )

Ever wondered how JavaScript can fetch data from an API, wait for a timeout, and respond to user clicks, all without freezing your browser? It's not magic, it's the event loop. Even though JavaScript runs on a single thread, it handles multiple operations seamlessly using a clever system of background tasks, queues, and scheduling. Before we dive into how the event loop keeps things running smoothly, let’s break down the key components that make JavaScript’s async behaviour possible. Call Stack: Web APIs / Node APIs: These are provided by the browser or Node.js, things like setTimeout, fetch, DOM events, etc. They run asynchronously outside the main thread. Task Queue: After a Web API finishes (like a setTimeout), it sends the callback to the Task Queue. Microtask Queue: For things like Pr…  ( 4 min )

One-Click Deployment of HarmonyOS 5 HSP and HAP Files: Script Analysis During HarmonyOS 5 application development and testing, frequent installation and update of test packages are common needs. This article introduces how to use an automated batch script (install_v1.0.1.bat) to quickly uninstall, install, and launch HarmonyOS 5 applications, significantly improving development and testing efficiency. The script achieves the following functions: Dynamic Package Name Reading: Supports automatic package name retrieval from a configuration file (config.txt) or manual input. Automatic Uninstallation of Old Versions: Cleans up old applications via the hdc uninstall command. Batch Installation of HSP Files: Scans all .hsp files (Harmony Shared Packages) in the current directory and installs th…  ( 5 min )

📘 Ultimate Guide to Download Coder Army System Design Notes for Free If you're an aspiring software engineer or preparing for tech interviews, mastering system design is crucial. The Coder Army System Design Notes are a comprehensive resource to help you understand complex system design concepts. In this guide, we'll explore how to download these notes, what they cover, and answer some frequently asked questions.(GitHub) Download Now 📥 How to Download Coder Army System Design Notes The Coder Army System Design Notes are available for free download in PDF format on various platforms. These notes are designed to provide in-depth knowledge of system design principles, architectural concepts, and scalability considerations.(Scribd, GitHub) The notes cover a wide range of topic…  ( 4 min )

As web applications grow increasingly complex and security threats evolve, having a reliable reverse proxy is more important than ever. A reverse proxy not only optimizes traffic flow and load balancing but also enhances security by acting as a shield between clients and backend servers. In 2025, these are the top 5 free reverse proxy solutions you should consider, especially if you want to combine high performance with strong security features. Best for: Comprehensive Web Security and Attack Mitigation SafeLine stands out as a powerful reverse proxy integrated with a cutting-edge Web Application Firewall (WAF). It protects your web services from a wide range of attacks such as SQL injection, Cross-Site Scripting (XSS), and CC (Challenge Collapsar) attacks, making it an excellent choice f…  ( 4 min )

Introduction Elm is a fascinating anomaly in the world of programming languages. While most languages evolve by adding features, Elm has taken the opposite approach—removing unnecessary complexity while maintaining its practicality for large-scale projects. This philosophy has made Elm one of the most stable, predictable, and enjoyable languages to work with. Unlike other languages that continuously introduce new syntax and bloated standard libraries, Elm has remained lean and focused, proving that simplicity is a strength rather than a limitation. In this post, we’ll explore the history of Elm, its philosophy of feature removal, and how this approach has contributed to its longevity and reliability. We’ll also highlight real-world projects that have successfully used Elm and examine s…  ( 6 min )

We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen. The latest news we’ll cover: Ethereum Activates Pectra Upgrade Circle Enables Gasless USDC Transactions with Pectra Tether’s Wallet Development Kit Aims to Power 1 Trillion Non-Custodial Wallets ERC-4337’s Updated Developer Guide for Account Abstraction DeFi Wallets Need Programmable Guardrails to Contain AI Agents Please fasten your belts! Ethereum Foundation has activated the Pectra upgrade on May 7, 2025, raising the maximum amount that can be staked by a single validator from 32 ETH to 2,048 ETH to streamline staking operations. The hard fork, triggered at 10:05 UTC and f…  ( 6 min )

Introduction As AI agent technology rapidly develops, standardizing communication protocols for different scenarios has become a key industry requirement. This report aims to analyze the characteristics of the AG-UI protocol and its relationship with MCP and A2A protocols. AG-UI, as an emerging open-source protocol, focuses on solving communication problems between AI agents and frontend applications, forming a complementary relationship with existing MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols, collectively building a complete AI agent communication ecosystem. Definition and Objectives: AG-UI (Agent-User Interaction Protocol) is an open, lightweight, event-based protocol designed to standardize communication between AI agents and frontend applications. As stated in …  ( 5 min )

"Honest disagreement is often a good sign of progress." - Mahatma Gandhi. I saw that quote the other day, and it sort of lodged itself in my brain. I’m a pretty heavy YouTube consumer – it’s where I get news, learn stuff, find entertainment, the whole nine yards. And lately, watching hours of content, I’ve started to notice something… a kind of invisible wall that seems to go up around certain creators. You know how it is. You find a creator you vibe with. Their takes are fresh, or funny, or they just explain things in a way that clicks. So you subscribe, hit the bell, all that. And then you scroll down to the comments. And often, especially with more established channels, it's just… a sea of agreement. Pure affirmation. "You're so right!" "This is exactly what I was thinking!" "Best chann…  ( 5 min )

Modern web applications are prime targets for cyberattacks. To protect your users and data, implementing OAuth 2.0 and JWT is a must. ✅ How OAuth 2.0 Works: Delegates authorization safely using access tokens instead of credentials. 1) Building RESTful APIs 📘 Check out the complete article here  ( 3 min )

Ethereum’s Bullish Momentum Continues Ethereum (ETH) entered mid-May 2025 with remarkable strength, surging from around $1,800 at the start of the month to trade near $2,625 as of May 14. This impressive rally, marked by a more than 45% gain in just two weeks, has been underpinned by robust technical signals and renewed investor confidence. Technical analysis reveals that Ethereum is trading well above its key moving averages, with the 20-day Exponential Moving Average (EMA) providing dynamic support around $2,517. The Moving Average Convergence Divergence (MACD) indicator shows a bullish crossover, and the Relative Strength Index (RSI) is at 77, indicating overbought conditions but also sustained buying pressure. Additionally, trading volumes have surged, confirming genuine buying inte…  ( 4 min )

Javascript is one of the core technologies of the World Wide Web, alongside HTML and CSS.It's a high-level programming language used to add interactivity to web pages.Before JavaScript, webpages were static — they displayed content and provided hyperlinks which enabled the user to navigate through the Web, but offered little in terms of user interaction or dynamic behaviour.JavaScript changed this by enabling developers to create dynamic, responsive web experiences, allowing real-time content updates, interactive forms, and engaging user interfaces directly in the browser. Each web browser has its own JavaScript engine that interprets and executes JavaScript code, converting it into machine language to run on the computer's hardware.This javascript engine plays a pivotal role in providing …  ( 6 min )

Web apps are under siege in 2025. Cybercriminals are more sophisticated, APIs are under constant attack, and traditional authentication methods like session cookies or static API keys just don’t cut it anymore. According to Verizon’s 2023 Data Breach Investigations Report, 74% of breaches involved the human element—including social engineering, errors, and misuse of credentials. That means the majority of attacks could have been mitigated with stronger access controls and token-based authentication. OAuth 2.0 and JWT (JSON Web Tokens) are the unsung heroes behind today’s most secure apps. If you’re not using them—or using them wrong—this blog is your wake-up call. Here are 7 security hacks with OAuth & JWT that can instantly elevate your app’s protection. 1. Short-Lived Tokens + Rotation…  ( 5 min )

HarmonyOS Knowledge Overview This content will take you to the HarmonyOS operating system in one minute and learn about the basics of HarmonyOS. Click the link to go to Huawei official website to learn the original video course：  ( 2 min )

GM Devs “Wait… you didn’t go to a college for Computer Science?” Welcome to the world of self-taught developers where the internet is your best friend, Stack Overflow is your university, and YouTube tutorials are your lectures. In 2025, being a self-taught developer doesn’t make you “less than.” greatest strength. Let’s talk about what it really looks like, what to expect, and why it’s more valid than ever. 🎢 1. It’s Not a Shortcut, It’s Just a Different Path figure-it-out-yourself route. The trial-by-fire route. Jump between tutorials trying to find the “right one.” Break things (and not know why). Google error messages for hours. Have imposter syndrome (yes, even after landing your first job). But you’ll also: Build real projects from scratch. Learn how to learn (which is your most powe…  ( 5 min )

In 2025, we finally made the call — Sails.js is out of our stack. We tried hard to keep Sails alive. We added TypeScript, wrote custom types, wrapped controllers, hacked the models, and even considered forking it to modernize the whole thing. But the deeper we went, the more obvious it became — the foundation just isn't made for today. Outdated patterns, broken dependencies, Docker images with critical vulnerabilities... The project is barely maintained — just version bumps for security. It’s no longer a tool for modern development. Our main project today is RestoApp — an open-source platform for restaurants, food delivery, and retail. A big part of it is the admin panel. Originally, we started from sails-hook-adminpanel by Kostya Zolotaryov — and we’re genuinely thankful to him for that. It gave us a solid starting point. Over 8 years, we evolved it a lot — changed frontend stacks multiple times — and today, it’s become a fully independent, configurable, and open-source admin system. No longer tied to Sails, no specific ORM, no locked-in logic. Just a single config file — and it works. Meet Adminizer 📌 What’s next? So yeah — this is our goodbye to Sails. Now — we move forward.  ( 3 min )

Amazon Redshift is a powerful data warehouse solution, and its system tables (stl_*, svl_*, and svv_*) provide a treasure trove of metadata and performance insights. Whether you're troubleshooting query performance, auditing user activity, or optimizing workload management, these system tables are your go-to tools. In this blog, we’ll dive into eight essential Redshift system table queries, explaining what they do, why they’re useful, and when to use them. Let’s get started! Query: SELECT * FROM svv_table_info WHERE "table" = ' '; What It Does: This query retrieves detailed metadata about a specific table, in this case, , from the svv_table_info system view. Why It’s Useful: Provides insights into table properties like size (in MB), row count, distribution style, a…  ( 6 min )

"We had the talent. So why were we always behind?" That's when we discovered Agile methodologies - and everything changed. This post is a description of how Scrum and Kanban helped us revolutionize our workflow, and how you can use these frameworks within your web development process, whether you're part of a startup or a large tech team. What is Agile, and Why Should I Care? Traditional "waterfall" methodologies assume requirements don't change and delivery happens at the end. But in web development, anything goes: user needs, features, even entire platforms. Agile embraces this uncertainty. Instead of fixed plans, you focus on ongoing improvement and quick feedback loops. Two of the most popular frameworks within Agile are: Scrum: Works in time-boxed cycles known as sprints (usually 1–2 …  ( 5 min )

Last year, while I was interning at Hordanso LLC, my manager asked me to learn Google Apps Script. I had never heard of it before or experienced its capabilities, as my primary stack has always been Flutter. Fast forward a year later, a friend mentioned that he wanted to send auto-generated emails in response to forms filled out by his users. I decided to look into how this could be done and discovered the easiest automation tool for the job—Google Apps Script. I decided to play around with it and document my learnings. In this first course, we will be learning the following: Introduction to Google Apps Script. How to Open the Script Editor in Google Sheets, Docs, or Forms. Understanding the Script Editor Interface Your First Script: Hello World How to Run a Script and View Logs What is Go…  ( 7 min )

Problem: Saved tab for logged-in users with saved payment methods. restrict the Payment Element to “card” only (no ACH, no Link, etc.) and show the user’s saved cards, Stripe doesn’t officially document how to do it. The issue: Using a SetupIntent with payment_method_types: ['card'] restricts to card, but the Saved tab won’t appear. Using a CustomerSession enables the Saved tab, but it shows all your enabled payment methods, not just cards. Create a SetupIntent for your customer with payment_method_types: ['card']. Also create a CustomerSession for that customer. Initialize the Payment Element with both the SetupIntent’s clientSecret and the CustomerSession’s customerSessionClientSecret. Result: Only “Card” is available for new payment methods. The Saved tab appears with any saved cards. R…  ( 4 min )

In the ever-evolving world of industrial automation and precision engineering, the demand for reliable, efficient, and adaptable testing solutions has never been higher. At the heart of this revolution lie technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and advanced motor test systems—tools that are redefining how industries validate performance, optimize efficiency, and push the boundaries of innovation. Hysteresis brakes are the unsung heroes of torque control applications. Unlike traditional friction-based brakes, hysteresis brakes operate without physical contact, leveraging magnetic fields to generate precise, smooth, and consistent braking torque. This non-contact mechanism eliminates wear and tear, ensuring longevity and minimal maintenance—a game…  ( 5 min )

I've been building a new browser-based game for my portfolio site, and it's almost ready to go live: It’s built entirely in vanilla JavaScript with HTML5 Canvas, and designed to run seamlessly across desktop and mobile with: Responsive touch controls Modal-based game loading Hash-based routing for fast navigation Clean pixel art + retro game logic The goal? Create something fun, compact, and easily embeddable—while leveling up my site’s interactivity and performance along the way. You’ll be able to play it soon on formant.ca. Thanks for checking it out—more dev logs and writeups to come after launch!  ( 3 min )

In the ever-evolving landscape of industrial innovation, the demand for accuracy, durability, and efficiency has never been higher. At the heart of this transformation lie advanced technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and integrated motor test systems. These solutions are not just tools—they are the backbone of industries ranging from automotive engineering to renewable energy development. Let’s explore how these technologies are reshaping the future. Hysteresis brakes operate on a principle as elegant as it is effective: the use of magnetic hysteresis to generate torque without physical contact. Unlike traditional friction-based brakes, hysteresis brakes eliminate wear and tear, offering unparalleled longevity. Filament tension control to del…  ( 5 min )

We store data to record the state: A password change, an order made, an order delivered and etc. Such things can be seen as stand-alone events or, in many cases, they are part of a step in a process. And, it's common to see those things be chucked into a single table. All those columns can result in models that bloat to 1000s of lines. When looking at a model like that, you may have an urge to group all columns and methods to make sense of what is going on. It's tiring enough doing it once, but it becomes a bigger issue when you and others have to go through the same process each time. In situations like this, proxy models can become invaluable! They can enable you to split columns in models into targeted sections. In this article, I will: Share the basics of what proxy models are Why sho…  ( 5 min )

ORM technology indeed simplifies basic CRUD operations, but it also has many limitations when dealing with complex calculations. Hibernate’s HQL is notably inadequate, making it difficult to implement dynamic column calculations and multi-layer associations. While JOOQ improves flexibility through its DSL, its grouping calculations require multi-layer nesting, leading to more verbose code than native SQL. esProc SPL is like a “plug-in” for data computation! To write a multi-layer JOIN based on dynamic conditions, you had to use chain calls in Java for half an hour with JOOQ. Now you can implement this in just a few lines of SPL script, and its syntax is more intuitive than SQL. For example, calculating ‘top 3 sales by department’, which even requires nesting in SQL: SELECT dept, name FROM …  ( 5 min )

Table of Contents Built With Project Structure Translation Files Set Language Endpoint Language Middleware Disable Prerendering Add Dynamic Routing Add Components Call Set Language Endpoint Final Resources GitHub Link This project demonstrates an alternative approach to internationalization in Astro using dynamic routing and cookies. While disabling prerendering is not generally recommended, it is necessary on pages that rely on cookies for language detection. This method also doesn't prevent use of alternative translation methods. You can also check libraries like astro-i18next, paraglide. (back to top) Astro Vue (Optional) (back to top) First lets start with configuration. We have to define i18n settings. I used Turkish and English languages for my project and default locale for my webs…  ( 6 min )

In today’s digital-first world, businesses aren’t just adopting technology, they’re relying on it to survive and thrive. Microsoft Dynamics 365, with its suite of powerful ERP and CRM tools, is one of the leading platforms helping organizations streamline operations, gain visibility, and make data-driven decisions. But here’s a truth many companies overlook: the success of a Dynamics 365 project doesn’t just depend on the software itself; it depends heavily on the implementation partner you choose. Let’s be honest. Implementing a system like Dynamics 365 is no small task. It involves change management, deep process understanding, data migration, user training, and long-term support. Without the right guidance, even the best technology can fail to deliver results. This is where a specialize…  ( 5 min )

Brand loyalty is a powerful and vital force in the consumer marketplace, influencing both business strategies and customer behaviors. It refers to a consumer’s deep, enduring preference for a particular brand, often leading to repeat purchases and positive word-of-mouth. Understanding the psychology behind brand loyalty goes beyond just recognizing habitual buying; it involves delving into the emotional, cognitive, and social factors that make customers stick to a brand over time. For businesses, brand loyalty is not only a reflection of consumer satisfaction but a critical element for long-term success. Companies that successfully tap into the psychological triggers of loyalty enjoy increased customer retention, higher lifetime value, and a competitive advantage in their industries. Th…  ( 9 min )

Let’s cut the crap. In 2025, the app stores are drowning in clones, crypto wallets with 2 screens, habit trackers built in 4 hours, and yet another to-do list app that looks like it was spat out of a UI template generator. We’re not short on apps. We’re short on quality. On soul. On effing intention. Yeah, I said it. We’re shipping MVPs without asking: Who is this for? Why does this matter? Would I even use this more than once? Half the time, apps today feel like the digital equivalent of a sticky note: quick, forgettable, and destined for the trash. You’ve got a killer stack. You’re running Next.js, Firebase, Tailwind, Gemini APIs, and some fancy prompt-chaining wizardry. Just because you can ship it in 2 days doesn’t mean you should. Real talk: The app store doesn’t need another crypto portfolio tracker. No one is asking for your AI-based meditation timer with 17 onboarding screens. We do not need another damn social app that starts with “Hey! What’s your vibe today?” We need apps that solve real pain. That stick. That respects users' time. Want to Stand Out? Do This Instead. Focus on flow, not just features. Ask real users what sucks in their life-solve that. UX is king. API is queen. AI is the court jester- use it wisely. Don’t chase hype. Chase use. Tools That Help You Build Better nativebridge.io - a platform that lets you preview, test, and iterate your mobile apps instantly. Stop shipping apps just to fill your portfolio. Start thinking like a creator. Not a coder. Your turn. What’s the worst “why does this exist” app you’ve seen lately? Let’s talk.  ( 4 min )

Introduction This library provides the necessary tools to connect to an LDAP server and perform authentication. { "LdapSettings": { "Server": "ldap://your-ldap-server:389", "BaseDn": "DC=yourdomain,DC=com", "BindDn": "CN=admin,DC=yourdomain,DC=com", "BindPassword": "your-admin-password", "SearchFilter": "(sAMAccountName={0})" } } Server: The LDAP server address. Step 3: Create an LDAP Authentication Service using Novell.Directory.Ldap; using Microsoft.Extensions.Configuration; using System; public class LdapAuthenticationService { private readonly IConfiguration _configuration; public LdapAuthenticationService(IConfiguration configuration) { _configuration = configuration; } public bool Authenticate(string username, string password) …  ( 6 min )

Containers are the backbone of modern cloud-native applications, but their security can’t be an afterthought. This article dives into the critical importance of container security evaluation, actionable steps to assess risks, strategies to minimize vulnerabilities, and best practices to build hardened, trustworthy container images.   Why Container Security Evaluation Matters   Containers encapsulate applications and their dependencies, offering portability and scalability. However, their ephemeral nature and reliance on shared resources introduce risks. A single vulnerable container can compromise an entire cluster, leading to data breaches, service disruptions, or compliance violations. Attackers often exploit misconfigured images, outdated software, or excessive privileges. Evaluating …  ( 5 min )

Cyberattacks are becoming a daily occurrence—is your web app still running unprotected? Traditional WAFs (Web Application Firewalls) rely on outdated signature libraries that are slow to update and often miss the mark, acting like Schrödinger’s cat of false positives and missed threats. That’s where SafeLine WAF steps in. Backed by semantic analysis + AI, it rewrites the rules of defense: detecting threats via behavior modeling instead of static patterns, catching malicious activity at the API level before it reaches your app. Open-sourced by Chaitin Tech, SafeLine is fast becoming a trendsetter in next-gen WAFs on GitHub. While researching WAF products, I found SafeLine to be incredibly powerful and beginner-friendly. Here’s a hands-on walkthrough. The latest release of SafeLine focuses …  ( 4 min )

Today, we are still going to share a series of tutorials on cross-platform development of HarmonyOS applications using uniapp. What we are going to do today is to implement the product list on the home page. The effect diagram is as follows: const goodsTypeList = ref([ {'image':'/static/潮服.jpeg','name':'潮牌运配'}, {'image':'/static/沉香木雕.jpeg','name':'工艺珍品'}, {'image':'/static/彩妆.jpeg','name':'美妆个护'}, {'image':'/static/男鞋.jpeg','name':'轻奢名品'}, {'image':'/static/雕刻.jpeg','name':'水墨雕刻'}, {'image':'/static/核桃.jpeg','name':'文玩收藏'}, {'image':'/static/翡翠.jpeg','name':'珠宝玉翠'}, {'image':'/static/汝窑.jpeg','name':'紫砂陶艺'}, ]) Content section <image :src="item.image" style="width: 100%;he…  ( 4 min )

Whether you're a fresh graduate 🎓 or an experienced engineer 👨🏻‍💻 gearing up for your next big opportunity, mastering both frontend and backend concepts is essential. Here's your ultimate 2025 guide to Full-Stack Interview Questions with clear and concise answers. In the frontend world, recruiters look for your understanding of UI/UX principles, JavaScript logic, and the ability to build responsive, scalable interfaces. These questions cover everything from fundamental web standards (HTML/CSS) to powerful libraries like React, preparing you for both technical interviews and real-world development. id and class in HTML? A solid understanding of HTML structure is fundamental for creating well-organized, styled, and accessible web pages. This question tests your grasp of how elements ar…  ( 12 min )

Day 20: Setting up dev environment for my weather app. Starting with some new protocols to get my head around. Have fun today!  ( 3 min )

🌩️ Cloud Databases and Data Management 📊 Madhurima Rawat ・ May 16 #cloud #database #tutorial #docker  ( 2 min )

No one likes a slow website. Whether it’s a potential customer, a returning user, or a search engine bot, speed matters. Page load time plays a massive role in how users experience your site and how search engines rank it. If your site takes too long to load, people bounce, engagement drops, and your SEO takes a hit. In this post, we’ll go over practical and effective ways to speed things up. I’ve grouped the techniques into three buckets: network optimisations, resource optimisations, and server optimisations (we’ll save the last for the next post). Each section walks through real examples, useful tools, and smart strategies to get your pages loading faster. Original Post: https://devsmitra.medium.com/fast-faster-fastest-how-to-make-your-pages-load-lightning-quick-767351e548e4 This is oft…  ( 6 min )

How to customize page Titles and Headings in Filament Resources yebor974 for Filament Mastery ・ May 15 #filament #laravel #php #webdev  ( 2 min )

Feeling overwhelmed by the idea of databases and managing data? Heard of SQL but thought it sounded too technical or complicated? Don't worry, you're not alone! Many people are intimidated by the prospect of learning a database language, but the truth is, SQL is incredibly powerful yet surprisingly accessible, especially for beginners. If you want to work with data – and data is everywhere in today's world – learning SQL is one of the most valuable skills you can acquire. This guide, designed as your first SQL tutorial, aims to break down the basics and show you just how easy it can be to start conversing with databases. SQL tutorial. But SQL isn't just about reading data. You'll also learn commands to modify the data in your tables: • INSERT INTO: To add new rows of data. • UPDATE: To cha…  ( 5 min )

Abstract: This post provides a comprehensive exploration of the Open CASCADE Technology Public License 6.6 (OCTPL 6.6), a robust open source and fair code license designed for sustainable software development. We discuss the license’s origins, core principles, comparative features, practical use cases, challenges, and future prospects. With technical clarity and accessible language, this article integrates detailed analyses, tables, and bullet lists to aid both developers and decision-makers in navigating the evolving landscape of open source licensing. For a deeper dive into OCTPL 6.6, read the original article. The world of open source and fair code licensing is evolving rapidly. New licenses emerge with well-crafted clauses designed not only to protect code but also to guard the rights…  ( 9 min )

Automation Isn’t Enough Anymore For decades, business automation has been a reliable tool for improving efficiency, moving emails, copying data, and sending alerts. But today’s business environment is faster, more data-driven, and increasingly unpredictable. Traditional rule-based automation is struggling to keep up. Traditional automation tools like Zapier, Make, and basic RPA (Robotic Process Automation) platforms helped companies automate repetitive tasks. These systems operate on "if-this-then-that" logic. However, they have significant limitations: Lack of Adaptability: Even small deviations, like a changed email format, can cause failures. No Contextual Understanding: They cannot interpret unstructured data, sentiment, or nuance. Constant Maintenance: Business process changes requi…  ( 6 min )

In today's data-driven world, the ability to gather and analyze large volumes of information from various online sources is crucial for businesses and researchers. However, effective data scraping and analysis require sophisticated techniques, one of which is the use of rotating proxy networks. This article explores the significance of rotating proxies in big data scraping and analysis. Understanding Rotating Proxies Enhanced Anonymity Bypassing Rate Limits Accessing Geo-Restricted Content Improved Success Rates of Data Collection Choosing the Right Rotating Proxy Service Size of IP Pool: A larger pool of IP addresses provides better rotation options and reduces the chances of hitting rate limits. IP2World Conclusion Rotating proxy networks play a crucial role in the success of big data scraping and analysis. By providing enhanced anonymity, bypassing rate limits, accessing geo-restricted content, and improving the success rates of data collection, rotating proxies are indispensable tools for anyone looking to leverage the power of data. As the demand for data continues to grow, utilizing rotating proxies will remain a key component of effective data scraping strategies.  ( 4 min )

Today is one of those days when I'm really excited! I've just launched TimeCraft, a tool written in Python that integrates time series analysis, database connections, and task automation into a single package. If you're looking for agility and flexibility for your data projects, come and see what I've created! During recent projects, I realized that integrating forecasting models, querying databases, and automating workflows could become a challenge – especially if each of these functions were isolated in different tools. That's when TimeCraft was born: to simplify complex tasks and provide an integrated experience, without sacrificing robustness and good programming practices. TimeCraft was developed with a focus on: Time Series Analysis: Robust scripts for modeling, forecasting, and eval…  ( 5 min )

Overview This repository contains a Golang project that [briefly describe what your project does]. Before you begin, ensure you have the following installed: Go (version 1.16 or later recommended) Git Initialize a new Go module mkdir my-golang-project cd my-golang-project go mod init github.com/yourusername/my-golang-project Create basic project structure mkdir -p cmd/app mkdir -p internal/pkg mkdir -p api touch cmd/app/main.go Add a simple Hello World program In cmd/app/main.go: package main import "fmt" func main() { fmt.Println("Hello, Golang!") } Test your application go run cmd/app/main.go Initialize Git repository git init Create a .gitignore file touch .gitignore Add common Go entries to .gitignore I…  ( 4 min )

Here is how you can create a #python #chatbot under 10 lines of code leveraging #googleGemini LLM 1 - Hit https://aistudio.google.com/apikey and get yourself an FREE API-KEY  ( 3 min )

Hoje é um daqueles dias em que a empolgação bate forte! Acabo de lançar o TimeCraft, uma ferramenta feita em Python que integra análise de séries temporais, conexão com bancos de dados e automação de tarefas num único pacote. Se você busca agilidade e flexibilidade para seus projetos de dados, venha conhecer o que criei! Durante projetos recentes, percebi que integrar modelos de previsão, efetuar consultas em bancos de dados e automatizar fluxos de trabalho podia se tornar um desafio – especialmente se cada uma dessas funções estivesse isolada em ferramentas diferentes. Foi aí que o TimeCraft nasceu: para simplificar tarefas complexas e proporcionar uma experiência integrada, sem abrir mão da robustez e das boas práticas de programação. O TimeCraft foi desenvolvido com foco em: Análise de …  ( 5 min )

Hi! I’m Kostiantyn, a 14-year-old fullstack developer with solid skills in JavaScript and TypeScript. Over the last few months, I’ve earned more than $3,000 working on real projects and freelancing — all before even finishing high school. Mastering JavaScript/TypeScript and Next.js for fast, scalable frontend and backend development. Building simple SaaS projects that solve real problems and bring real income. Learning backend basics with Node.js and NestJS, since this stack is in huge demand. Why I Put Go on Hold I started learning Go because it’s popular for backend and microservices. But quickly realized it doesn’t fit my current goals. Go requires more time to master and lacks the quick feedback loop I get with JavaScript and Node.js. For now, I prioritize skills and tools that help me earn money faster and build complete products. To keep building SaaS products and freelance projects that improve my skills and generate income. Practical experience and fast results are key at my age. I’ll continue focusing on JavaScript, Next.js, and NestJS, then later consider other backend languages like Go or Rust when I’m ready for bigger challenges. Thanks for reading! Feel free to follow my journey and share your own experiences. Let’s grow together. Check out my SaaS project: https://charm-ai.io  ( 3 min )

Oh, look—Java decided to join the AI party! And no, it’s not just another half-baked wrapper around TensorFlow that makes you question your life choices. Meet Brain4j, a supposedly functional, open-source machine learning framework for Java developers who refuse to switch to Python like sensible people. Hold Up—Java Can Do AI Now? Yes, apparently. While the rest of the world was busy worshipping at the altar of Python and PyTorch, some brave (or stubborn) souls decided: "Hey, what if we made AI in Java without summoning Cthulhu?" And thus, Brain4j was born. "Features" (Because Every Framework Needs a Sales Pitch) Neural Networks That Don’t Require a PhD Feedforward nets? Check. CNNs and RNNs? Sure, why not. Actual documentation? Let’s not get carried away. Classic ML Algo…  ( 4 min )

This post covers converting my book reading tracker app from React to Vue using GitHub Copilot Pro in VSCode. Project size: 8 JSX components 8 asset files (TailwindCSS, images) 4 WASM files index.js The app has only 3 screens, so it is quite an uncomplicated project. All online tools offering React to Vue conversion that came up on page one in Google produced unusable garbage. I DO NOT recommend any of these tools: https://tools.w3cub.com/react-to-vue https://www.gitloop.com/tool/react-to-vue https://syntha.ai/converters/react-to-vue https://www.yeschat.ai/gpts-9t557tdtLqi-Code-Transformer-Vue-to-React-and-Vice-Versa https://chatgpt.com/g/g-4TxR4JVBe-react-vue-converter GitHub Copilot is the default AI Chat choice for VSCode. Cursor or Claude Code. If you are new to using Copilot Cha…  ( 4 min )

It’s not new to us, UX & Product Designers, that Figma, while announcing new features in its CONFIG event, is slowly trying to be an Everything Tool to build new digital products rather than being only a tool for Design. And deep down our design, marketing, and development team at Smartters is somewhat supportive of this transition. Historically, Figma has focused on and simplified its features which are most necessary for a UI designer and unavailable on other platforms. From Auto Layout, Multi Select, Variables, and Dev mode to FigJam and Figma Slides, every feature is a hit and brings together different teams of a company, boosting the work pace. This year’s CONFIG 2025 is pretty much the same as every year except for the update. It's the biggest update ever made to Figma. With multiple…  ( 7 min )

We’re living in a time where coding isn’t just about writing lines of syntax anymore — it’s about collaborating with AI to build smarter, faster, and more efficiently than ever. In 2025, AI is no longer a futuristic concept or a fancy buzzword. It’s a daily developer companion — and it’s changing the game. Originally Published on my Hashnode As someone who’s actively learning and building in this space, I’ve seen firsthand how tools like GitHub Copilot, Amazon CodeWhisperer, and others have transformed the way we approach software development. What used to take hours now takes minutes — and what used to intimidate beginners is now within reach. The Shift: From Manual Coding to AI-Assisted Development Let’s be real — traditional coding can sometimes feel overwhelming. Debugging endless err…  ( 4 min )

I originally published this article on my blog here : https://alsohelp.com/blog/is-react-beginner-friendly Notice it's opinionated, you are perfectly allowed to disagree :) Article below : No. It's not. React looks like very appealing for beginners, because each component looks like a brick you can easily (almost physically) manipulate with a very fine granularity. And each component sounds very intuitive. Let's take a basic example, taken from one of my previous project : import { NextSeo } from 'next-seo'; import Navigation from '../components/navigation'; import ScrollToTop from '../components/ScrollToTop'; const About = () => ( ); How good is …  ( 4 min )

Abstract: This post offers an in-depth exploration of the MirOS License, highlighting its origins, core concepts, applications, challenges, and future directions in the evolving ecosystem of open source licensing and fair code principles. We examine the unique aspects of the MirOS License, compare it with other popular licenses, discuss dual licensing strategies, and explore how blockchain and community governance further reinforce fair developer compensation. Technical yet accessible, this post is designed for developers and researchers eager to understand the significance of fair code within the open source and fair code licensing landscape. For further details, check the Original Article. The landscape of open source licensing has evolved significantly, driven by the need for both inno…  ( 8 min )

A Nostalgic Story About 8 years ago, when I was just a kid, I began my coding journey with a school book — you know, the classic QBASIC chapter. I learned about variables, conditional statements, and control flow, writing small programs like basic calculators and whatnot. But then, there was this one section at the end... That single section changed everything. I learned how to draw rectangles, circles, and all kinds of shapes on the screen. And then my brain started buzzing with ideas. You know what’s coming next… my very first game. If you’re a tech person, you’re probably thinking: “Who the hell makes games in QBASIC?” 😅 Well… an innocent 11-year-old me did. I didn’t know how to Google things back then (heck, I barely knew what Google was). But somehow, with a school textbook and sh…  ( 4 min )

JavaScript is evolving faster than your npm dependencies can break. ESNext refers to the bleeding-edge features currently proposed or recently added to the ECMAScript spec — and if you're not keeping up, you're falling behind. In this article, we’ll break down some of the most exciting new features landing in modern JavaScript that are already usable in most major runtimes or via transpilers like Babel or TypeScript. await Outside of Async Functions (Top-Level Await) Previously, await could only live inside async functions. That’s history now. const response = await fetch("/api/data"); const data = await response.json(); console.log(data); Top-level await allows cleaner module code, especially for scripts with dynamic imports or data loading. It’s a game-changer for modular design. ⚠️ W…  ( 4 min )

Introduction: Fortify Your APIs Against Threats What if a single unsecured API could cost your company millions? In 2023, API breaches exposed sensitive data for 60% of organizations, with losses averaging $4.2 million per incident. Spring Security is your shield, locking down Spring Boot APIs to protect user data, ensure compliance, and build trust. Whether you're a beginner securing your first endpoint or an expert implementing OAuth2, mastering Spring Security is critical for delivering safe, professional applications. Spring Security, a powerful Java framework, simplifies authentication and authorization for Spring Boot APIs, safeguarding them against unauthorized access and attacks. This guide follows a developer’s journey from vulnerable endpoints to ironclad APIs, covering core co…  ( 9 min )

Hello Readers It's day #20 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )

Hello Readers!! [Code github link] You must have heard about MCP an emerging protocol, "razorpay's MCP server out", "stripe's MCP server out"... But have you heard about A2A, a protocol sketched by google engineers and together with MCP these two protocols can help in making complex applications. Let me guide you to both of these protocols, their objectives and when to use them! Lets start with MCP first, What MCP actually is in very simple terms?[docs] Protocol where protocol means set of predefined rules which server follows to communicate with the client. In reference to LLMs this means if I design a server using any framework(django, nodejs, fastapi...) but it follows the rules laid by the MCP guidelines then I can connect this server to any supported LLM and that LLM when required wil…  ( 5 min )

Have you ever had a teacher who simply provided you with the solutions to your homework? Yes,that was satisfying at the time, but did you really gain any knowledge? Most likely not. That was the main obstacle we had to overcome in order to create an AI helper for RosettaCloud's interactive Labs. Our platform teaches shell programming and DevOps, and we wanted to develop an AI assistant that would do more than just solve problems for students—it should help them learn. In this post, I'll describe how we used LangChain, Amazon Bedrock's Nova LLM, and RAG (Retrieval-Augmented Generation) system to create a hint-first instructional chatbot that have a knowledge base and a memory, Instead of depriving pupils of educational chances, our method guarantees that the assistant leads them toward disc…  ( 8 min )

Signup here for the newsletter to get the weekly digest right into your inbox. Find the 11 highlighted links of weeklyfoo #84: Categorize Your Dependencies by Anthony Fu What a great idea! 🚀 Read it!, pnpm, dependencies Minimum viable blog by Carl Öst Wilkens Your own static site generator with markdown 📰 Good to know, markdown Accelerating Large-Scale Test Migration with LLMs by Charles Covey-Brandt Airbnb recently completed our first large-scale, LLM-driven code migration, updating nearly 3.5K React component test files from Enzyme to use React Testing Library (RTL) instead. 📰 Good to know, ai, migration Introducing Hyper by Tero Piirainen A simple React alternative 📰 Good to know, frameworks A Critical Look at MCP by Rasmus Holm This is a very critical post on the MCP design. Really worth reading if want to jump on the MCP train! 📰 Good to know, mcp How to Harden GitHub Actions: The Unofficial Guide by Rami McCarthy, Shay Berkovich Build resilient GitHub Actions workflows with lessons from recent attacks. 📰 Good to know, github, security Feather by Bersis Sevimli Feather is a lightweight, DX-first web framework for Rust — inspired by the simplicity of Express.js, but designed for Rust’s performance and safety. 🧰 Tools, rust, web, framework Bekuto 3D by Rizumu Ayaka Convert SVG files to 3D models. Export STL, OBJ, or GLTF. Use it for 3D Printing or 3D Web Development. 🧰 Tools, svgs, 3d Rybbit Analytics by rybbit.io Open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive. 🧰 Tools, analytics, oss Strudel by TidalCycles and friends Live coding platform to write dynamic music pieces in the browser 🤪 Fun, music Dynamic Toggle by - jhey plays in its own league 📚 Tutorials, css, toggle, codepen Want to read more? Check out the full article here. To sign up for the weekly newsletter, visit weeklyfoo.com.  ( 4 min )

AWS just launched AWS Transform for .NET – a powerful, AI-powered tool that helps developers modernize their legacy Windows .NET applications to be Linux-ready, faster and cheaper than ever before. 🧠 Previously previewed as Amazon Q Developer transformation for .NET, this is now GA and production-ready! It’s the first agentic AI service from AWS designed to: Port .NET Framework applications to .NET Core / .NET 6+ Make your app run on Linux Cut licensing costs by up to 40% Speed up modernization by 4x This is a game-changer for teams maintaining older .NET apps on Windows servers, looking to move to containers, Kubernetes, or cloud-native platforms. Let’s say you have a legacy WCF or ASP.NET MVC app sitting on a Windows Server in your data center or EC2 instance. With AWS …  ( 4 min )

"If you’re a frontend developer who feels backend is ‘too hard’ or ‘not your thing’ — this post is for you." I’m Preeti — a frontend developer turned backend enthusiast. For over 2 years, I lived comfortably in the frontend world: HTML, CSS, JavaScript, React, Nuxt... you name it. But deep inside, I always felt something was missing. Fast forward to today: I’ve built APIs, managed databases, implemented authentication, and handled complex role-based logic using NestJS + Prisma + MySQL. And I did this within 90 days — while juggling freelancing and mentoring. This post isn’t just about how I did it, but how you can too — without burning out. Like many frontend devs, I loved creating beautiful UIs. But whenever someone said, “Can you also add login functionality?” or “Can you fetch from our …  ( 4 min )

Hey Devs! 👋 In Week 2 of my DevOps learning journey, I explored shell scripting, file permissions, and file ownership in Linux. Here's a summary of what I learned and worked on! 🐚 What is a shell and how it works ✍️ Writing and executing basic shell scripts 🔐 Linux file permissions: read (r), write (w), execute (x) 👤 Changing ownership with chown and groups with chgrp 🧪 Practice with shell commands and automation basics 📄 Week 2 Detailed Notes (PDF) ✅ Week 2 Task Checklist (PDF) 🖥️ Sample Shell Script bash #!/bin/bash echo "Hello, $USER!" date  ( 3 min )

Introduction If you're developing a web application using Next.js, TypeORM, and PostgreSQL hosted on Vercel, you may encounter the frustrating issue of a TypeORM error indicating that the entity metadata for _#exhibits was not found. This typically occurs when trying to run next start after a successful build with next build. In this article, we'll explore the reasons behind this error, particularly focusing on how entities are handled in your TypeScript files and how to structure your project so that TypeORM recognizes them correctly. Understanding the TypeORM Error The error TypeORMError: Entity metadata for _#exhibits was not found points to a fundamental issue with how TypeORM is configured to locate your entity classes. Entity classes are essential as they describe the structure of yo…  ( 5 min )

👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small 🎉 Examples of 'wins' include: Getting a promotion! Starting a new project Fixing a tricky bug Eating your favorite snack Happy Friday!  ( 3 min )

As mentioned in the previous Blog, I will be utilizing feature flags to change the home page's Hero section depending on the season. Here's a look at their current designs:  ( 2 min )

Ever recorded a great video, only to find the playback looks jittery or rough — especially during fast motion? Whether you’re editing old footage or polishing new content, one thing can instantly improve the experience: higher FPS (frames per second). Here’s why frame rate matters more than you might think, and how modern AI tools like UniFab Video Enhancer AI can help you achieve silky-smooth playback — without re-recording a single second. Why Frame Rate (FPS) Matters FPS determines how many frames appear each second in your video. More frames = smoother motion. 24 FPS – Classic cinematic feel, but can appear slightly stuttery in fast scenes 30 FPS – Standard for web video, balanced and widely supported 60 FPS and above – Ultra-smooth, ideal for sports, gaming, action, or modern so…  ( 4 min )

SQL (Structured Query Language) é a linguagem padrão usada para gerenciar e manipular dados em bancos de dados relacionais. Através de SQL, é possível realizar operações como consulta, inserção, atualização, deleção de dados e mais, facilitando a gestão e análise de informações. Neste post, vamos explorar os principais comandos SQL e, ao final, fazer uma breve comparação entre SQL e NoSQL. O que é SQL? Os bancos de dados relacionais oferecem uma estrutura muito organizada e são ideais para cenários onde os dados possuem um formato bem definido e requerem forte consistência, como em sistemas financeiros, de inventário e outros tipos de aplicações que exigem integridade de dados. Principais Comandos SQL 1. SELECT — Consultar Dados consultar dados de uma ou mais tabelas. Ele é a base para ext…  ( 6 min )

In the quest for a lightning-fast website, every millisecond counts. While JavaScript and images often take center stage in performance discussions, your CSS can also be a significant bottleneck if not handled correctly. Efficient CSS not only contributes to faster load times but also improves the overall user experience by ensuring a smoother rendering process. Let's dive into some crucial CSS optimization techniques you can implement today to boost your website's performance. This is a fundamental step. Minification involves removing unnecessary characters from your CSS, such as whitespace, comments, and semicolons, without affecting its functionality. Compression, on the other hand, reduces the file size using algorithms like Gzip or Brotli. Why it helps: Smaller file sizes translate di…  ( 6 min )

La similitude par cosinus permet de déterminer le degré de similitude entre deux phrases par calcul du cosinus de l'angle formé par les deux vecteurs de chacune de ces phrases. Soit les phrases suivantes: Bonjour John. Bonjour Doé. On remarque que les deux phrases sont similaires mais comment le savoir avec un ordinateur. Du à une limite d'ajout de formule Mathématiques dans dev.to, vous trouverez l'article sur le sujet dans le pdf disponible ici: Similitude par cosinus Vous trouverez des exemples de codes ici: Calcul de la similitude de différentes manières qui montre diverses méthodes de calcul de manière native avec Python, SpaCy, NLTK.  ( 3 min )

Introduction Verifying a signature on the Solana blockchain using Rust can sometimes be tricky due to several common pitfalls. If you've received an '❌ Invalid' message while running your Rust code for signature verification, don’t worry! In this article, we will dissect the verification process and guide you on how to ensure that your signature is validated correctly on Solana. Understanding Signature Verification Before diving into the code, let's clarify why you might encounter an invalid signature error. In Solana, each transaction is signed with a unique private key, which generates a corresponding signature. The algorithm utilized for signature verification is crucial to correctly interpreting the validity of the input data. If the input arguments (nonce, public key, or signature) ar…  ( 4 min )

Description: Learn the basics of key HTML tags and how to build your very first simple webpage with easy-to-follow code examples. Introduction Figure: A historical newspaper front page (Hilo Tribune). HTML stands for HyperText Markup Language, and it’s the foundation of every web page. It uses code (tags inside ) to tell your browser how to display content. This is similar to how a newspaper uses headlines and sections to organize information. For example, the image above shows a newspaper with a big headline and columns of text. In HTML, we create structure with heading tags ( through ) and paragraph tags ( ), just like the title and stories in a newspaper. Why HTML Matters When a browser loads a website, it reads the HTML file to decide what to show. This makes HTML the s…  ( 5 min )

Hey dev.to community! 👋 Ever found yourself surrounded by paper sticky notes with code snippets, meeting notes, and half-baked project ideas? That was my life until I built Stickify, a digital sticky notes app designed with developers in mind. Try it out: Stickify - Digital Sticky Notes As a developer jumping between multiple projects, my physical sticky note system was a spectacular failure. Notes would fall off my monitor. Get coffee-stained. Pile up until they became a fire hazard. 🔥 I needed something that combined the visual appeal of sticky notes with search functionality that could actually find that brilliant algorithm I scribbled down three weeks ago. So I built it myself. Let me walk you through what I learned. I deliberately kept the tech stack minimal: Vanilla JavaScript (no…  ( 8 min )

How Java Stores Data in Memory — Primitives vs Non-Primitives Java is a statically typed language, which means every variable’s type must be known at compile time. This allows the JVM (Java Virtual Machine) to allocate memory efficiently and enforce type safety during execution. Primitive types are the building blocks of data in Java. They have fixed memory sizes and are stored in the stack. The value of a primitive can change, but its size does not. Type Size Description byte 1 byte Smallest integer (–128 to 127) short 2 bytes Short integer int 4 bytes Default integer type long 8 bytes Large-range integer float 4 bytes Single-precision float double 8 bytes Double-precision float char 2 bytes Unicode character boolean 1 bit* True or False (handled as 1 byte internall…  ( 5 min )

AWS just made Docker image builds much faster and smarter inside CodeBuild! With the latest update, AWS CodeBuild now supports remote Docker servers, enabling shared caching, reduced latency, and faster builds across your CI/CD pipelines. 🎉 Every time CodeBuild triggered a Docker image build: It spun up a new environment from scratch Docker layer caching was not reused Base images and dependencies had to be re-downloaded and rebuilt Result: Slow builds, even for minor code changes AWS CodeBuild now supports remote Docker servers that: Maintain a persistent Docker layer cache Speed up builds by avoiding repeated work Handle parallel build requests with shared cache Automatically integrate with CodeBuild (you don’t need manual setup!) Imagine this Dockerfile for your Python web app: FROM python:3.10 COPY requirements.txt . RUN pip install -r requirements.txt COPY . /app CMD ["python", "/app/app.py"] Each build: Pulls the base image Installs Python packages Copies code ⏱️ ~4 minutes per build Base image and packages are already cached Only changed layers (like app code) are rebuilt ⏱️ ~30 seconds per build! ✅ Faster builds = quicker feedback loops in CI/CD 💵 Reduced cost by avoiding unnecessary compute 🧹 Less network latency (no repeat downloads) 🧱 Reusable infrastructure for large microservice apps 🛠️ Great for monorepos and large-scale parallel builds When you enable this feature, CodeBuild: Provisions a managed Docker build server Automatically configures your builds to use it Starts caching layers for future builds You just focus on building your app — AWS handles the optimization! Use this with multi-stage Docker builds to get even faster performance. 💬 What do you think about this update? Will this improve your CI/CD pipelines? Let’s discuss in the comments! 👇  ( 4 min )

O Power BI é uma ferramenta poderosa da Microsoft para visualização e análise de dados. Ele permite que usuários transformem dados brutos em insights valiosos, criando painéis interativos, relatórios e gráficos dinâmicos. Se você é novo no Power BI ou está buscando entender melhor algumas de suas funcionalidades, este post vai abordar desde os conceitos básicos até detalhes mais avançados, como as colunas calculadas e medidas, e as principais funções DAX utilizadas para criar cálculos avançados. O que é o Power BI? Power BI Desktop: Usado para criar relatórios e dashboards. Power BI Service: A versão online que permite compartilhar e colaborar em dashboards e relatórios. Power BI Mobile: Permite acessar seus relatórios e dashboards de dispositivos móveis. Com o Power BI, você pode criar gr…  ( 5 min )

Date: Friday, May 16, 2025 https://web.zchat.org/#reportage 📡 IRC (Internet Relay Chat) – one of the foundational pillars of online communication – was developed in 1988. Behind this revolutionary system stands Jarkko "WiZ" Oikarinen, born in Kuusamo, Finland. By creating IRC, Jarkko not only achieved a technical milestone but also pioneered a way for millions around the globe to connect in real time. In this exclusive live interview, we’ll explore the origins of IRC, his work at Google (including contributions to Google Hangouts), and maybe even ask the hard-hitting questions like... pizza or kebab? 😊 🗓 Event Program: 🟢 18:00 – 18:40 (approximate end time) 💬 18:40 – 19:30 (approximate end time) 📌 Please keep your questions relevant to IRC, technology, or software development. 🔔 Important Notes: ✅ The event is open to all. 🌐 Join us in celebrating the spirit of IRC — freedom, community, and innovation. From Europe to Asia, America to Africa, we warmly invite all IRC enthusiasts to be part of this unforgettable moment. 🙏 Our heartfelt thanks to Jarkko Oikarinen for giving the world IRC. 🎉 Don’t miss the chance to be part of history!  ( 4 min )

🚫 Top 10 Common Mistakes in Kotlin Programming Treating nullable types as non-null without checks. ✅ Use ?., ?:, and !! carefully. Prefer safe calls and smart casting. !! (Not-null Assertion) Using !! too much can crash the app with NullPointerException. ✅ Use null-safe operators and proper null checks instead. var Instead of val Declaring variables as mutable (var) when they should be immutable (val). ✅ Prefer val for safer, more predictable code. Using apply, let, also, etc., without understanding context. ✅ Choose the right scope function for the right purpose. == and === == checks structural equality, === checks reference equality. ✅ Know when to use each depending on what you're comparing. Not using try/catch when calling risky operations (e.g., parsing, IO). ✅ Always handle exceptions gracefully. Launching coroutines without a proper scope or dispatcher. ✅ Use structured concurrency: lifecycleScope, viewModelScope, etc. Reinventing functions already available (e.g., filter, map, groupBy). ✅ Explore and master Kotlin’s powerful standard library. Not converting Java-style code to idiomatic Kotlin. ✅ Embrace Kotlin syntax, avoid Java habits (e.g., setters/getters, verbose loops). Explicitly declaring types unnecessarily. ✅ Let the compiler infer types where obvious – cleaner and shorter code. Generate exclusive photo for your post  ( 3 min )

I just built a self-contained AI chatbot—no cloud dependencies, no API keys, just pure local power with 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐅𝐀𝐈𝐒𝐒, 𝐚𝐧𝐝 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡. Tech Stack: 🤖 Build a fully local AI chatbot that answers questions from uploaded documents, with zero cloud dependencies. At first, it answered questions well enough. 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 gave me the transparency I never knew I needed, revealing the exact document chunks retrieved, the prompts fed to the model, execution times, and even where things went off track. 🚧 The Problem: “It Works” Isn’t Enough At first, my chatbot seemed to be doing well — it returned reasonable answers to most questions. But then… weird things started to happen.. Without insight into what was happening step by step, debugging was pure guesswork. 𝐇𝐨𝐰 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 𝐇𝐞𝐥𝐩𝐞𝐝 𝐌𝐞 𝐃𝐞𝐛𝐮𝐠 𝐚𝐧𝐝 𝐈𝐦𝐩𝐫𝐨𝐯𝐞 ⇒ Tracing ⇒ Error Analysis ⇒ Performance Metrics 📊 Scaling Visibility with LangSmith Dashboards LangSmith doesn’t just log traces — it helps you monitor trends over time. I’ve published the full working project on GitHub — complete with TF-IDF + FAISS retrieval, Ollama model integration, LangSmith observability, and a Streamlit interface. https://lnkd.in/etpCMPiS  ( 4 min )

Web data scraping has become an essential technique for businesses and researchers alike, enabling the collection of valuable information from various online sources. However, effective scraping requires careful consideration of several factors, including the use of proxy IPs. This article discusses the importance of proxy IPs in strengthening web data scraping efforts. The Role of Proxy IPs in Data Scraping Anonymity and Privacy Avoiding Rate Limiting Accessing Geo-Restricted Content Improved Success Rates Choosing the Right Proxy Service IP Pool Size: A larger pool of IP addresses can provide better rotation options and reduce the chances of hitting rate limits. IP2World Conclusion Incorporating proxy IPs into your web data scraping strategy is essential for achieving efficiency, security, and access to restricted content. By leveraging the benefits of proxy services, you can enhance your data collection processes and gain valuable insights without the risk of being blocked or banned. As the demand for data continues to grow, utilizing proxy IPs will remain a critical component of successful web scraping strategies.  ( 4 min )

Machine intelligence is transforming the field of application security by facilitating heightened weakness identification, automated testing, and even semi-autonomous threat hunting. This article offers an comprehensive narrative on how machine learning and AI-driven solutions are being applied in the application security domain, written for AppSec specialists and decision-makers alike. We’ll examine the development of AI for security testing, its current features, challenges, the rise of autonomous AI agents, and future developments. Let’s begin our analysis through the foundations, current landscape, and prospects of ML-enabled AppSec defenses. Evolution and Roots of AI for Application Security Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that…  ( 11 min )

Introduction If you're encountering issues with TypeScript where your build fails because of Promise.allSettled, you're not alone. The error messages you're receiving, such as Property 'reason' does not exist on type 'PromiseSettledResult', can be frustrating. Understanding how TypeScript handles Promise results is crucial for resolving these errors effectively. Understanding Promise.allSettled The method Promise.allSettled() is a Promise method that takes an iterable of Promises and returns a single Promise that resolves after all of the given Promises have either resolved or rejected, with an array of objects that each describe the outcome of each Promise. Each object in the array has a status property, which can either be 'fulfilled' or 'rejected'. When a Promise is fu…  ( 4 min )

Computational Intelligence is transforming the field of application security by allowing more sophisticated vulnerability detection, test automation, and even autonomous threat hunting. This article delivers an thorough narrative on how machine learning and AI-driven solutions are being applied in AppSec, designed for security professionals and executives in tandem. We’ll delve into the development of AI for security testing, its modern capabilities, obstacles, the rise of autonomous AI agents, and forthcoming developments. Let’s start our journey through the history, current landscape, and future of AI-driven AppSec defenses. Origin and Growth of AI-Enhanced AppSec Foundations of Automated Vulnerability Discovery Progression of AI-Based AppSec A notable concept that took shape was the…  ( 11 min )

AI has already transformed industries like healthcare, finance, and marketing. Now, it’s reshaping software testing. Top QA engineers aren’t just using AI as a novelty — they are integrating it deeply into their workflows to ensure faster delivery, better accuracy, and smarter decision-making. In this article, we’ll explore how, when, and why top QA engineers are using AI in testing — and what that means for the future of software quality assurance. How Top QA Engineers Use AI in Testing Here are some of the key ways AI is being used by leading QA professionals: 1.Test Case Prioritization and Optimization 2.Self-Healing Tests 3.Defect Prediction 4.Visual Testing with Pattern Recognition 5.Natural Language Processing (NLP) for Test Generation 6.Root Cause Analysis 7.Real User Behavior Simul…  ( 7 min )

As a beginner in coding, it's perfectly natural to have questions about how things work, especially when dealing with dynamic arrays in C++. In your code, you have set up a dynamic array that can grow as needed, and you're using a couple of key concepts to manage memory and data. Let's dive into your questions and break down how your code operates, while also discussing the underlying principles of dynamic memory allocation in C++. How Does the Dynamic Array Resize Work? You mentioned that you set the initial size of the array to 5 and that it can increase to 10, yet you are able to store up to 20 numbers. This is a great point of confusion for newcomers. The way your code works involves both the capacity variable and the dynamic allocation of memory. Dynamic Memory Allocation Initially, y…  ( 5 min )

Conceptual Comparison: Developer Mindset, Responsibility Separation, and Task Decomposition Building on the previous article, this one will explore the shift in developers' mindset when transitioning from API development to A2A development. Developer Mindset Shift: Function-Oriented vs. Agent-Oriented. Traditional development often involves thinking in terms of functions or API call sequences: starting from input, invoking services step-by-step, and finally producing output. Developers act as "orchestrators," controlling every step. In contrast, agent-oriented architecture requires a new mindset—designing a community of agents, each responsible for a subtask and interacting via messages and protocols. Instead of scripting flows directly, developers configure systems of autonomous agents,…  ( 5 min )

Understanding == vs Equal() for comparing time When working with time values in Go, one of the most common operations is comparing two timestamps. However, this seemingly simple task can lead to subtle bugs if you're not aware of the differences between using the equality operator (==) and the Equal() method. The equality operator (==) compares all fields of the time.Time struct, including the location information and the monotonic clock reading. This means two times that represent the exact same moment might not be considered equal if they were created in different ways or have different internal representations. t1 := time.Date(2023, time.January, 1, 0, 0, 0, 0, time.UTC) t2 := t1.In(time.FixedZone("UTC-8", -8*60*60)) // These times represent the same instant but have different locati…  ( 13 min )

The first phase of the project, a high-fidelity interactive prototype, is finally complete! This iteration is a sort of detailed rough draft showcasing the design and functionality of the website, mostly using placeholder content. The final straw for this iteration was the addition of the Gallery page. public/gallery/ directory. This means images can be uploaded directly into this folder, and they'll automatically appear with the next site build. To achieve this functionality, the /gallery route is rendered dynamically on the server: export const dynamic = 'force-dynamic'; Rendering the page server-side allows the use of Node's built-in fs module to directly access files on the server: const galleryDir = path.join(process.cwd(), 'public', 'gallery'); let allFiles; try { allFiles = await fs.readdir(galleryDir); } catch (e) { console.error('Could not read gallery directory:', e) allFiles = []; } // Filter to only image files (jpg, png, gif, etc.) const images = allFiles.filter((file) => /\.(jpe?g|png|gif|webp|avif)$/i.test(file) ) I'll be utilizing Statsig to implement feature flags which will allow us to hide and show seasonal Hero sections without interacting with code. Currently the Hero section says: Open soon Real Farm Fun Clearly, this Hero is only really valid until fall, when it'll have to be changed to say something like "Open Now" and link to the Visit page. This feature is being tracked as Issue #2  ( 3 min )

In this article, we will explore how to push data from a PHP array into multiple Joomla tables that share similar but not identical structures. If you're working with Joomla and need to insert values into different tables based on specific column mappings, this guide will provide you with step-by-step instructions. Understanding the Data Structure To start, we have an array with numerical data structured as follows: $data[1] = 1; $data[2] = 2; $data[3] = 3; This array contains three numeric values. In our case, we want to distribute these values across five different Joomla tables, but each table may only have certain columns available. Why You Need to Consider Table Structures Joomla, like many content management systems (CMS), often involves various tables that may not have identical co…  ( 4 min )

This guide provides a quick and easy way to run MongoDB and Mongo Express using Docker. It includes their purpose, Docker usage, and troubleshooting steps for container management. MongoDB is a popular NoSQL database that stores data in flexible, JSON-like documents. It’s ideal for scalable, high-performance applications where schema flexibility is important. Mongo Express is a lightweight, web-based admin interface for MongoDB. It allows you to: View and manage databases Browse collections and documents Execute queries and CRUD operations Use a user-friendly web UI to interact with MongoDB Ensure Docker is installed and a custom Docker network exists: docker network create project-network docker run -d --name mongodb \ --network project-network \ -e MONGO_INITDB_ROOT_USERNAME=admin \…  ( 4 min )

In the field of LLM application development, Dify serves as a low-code platform that enables rapid AI application building. However, when facing complex business requirements, relying solely on the platform's default features often falls short of meeting enterprise-level application needs. This article will explore how to break through Dify's native limitations through customized development to build more powerful, business-aligned AI applications. Before diving into custom development, understanding Dify's core architecture is crucial: Frontend: React-built management and application interfaces Backend API: Flask-built RESTful API services Data Storage: PostgreSQL and vector databases Task Queue: Celery for asynchronous task processing Model Services: Support for multiple LLM integrations…  ( 10 min )

My Introduction to Dev.to as a novice programmer... This is my first ever post on dev.to, I'm very excited for the opportunity to share my thoughts and experience on my coding journey. Here I will share details on my various projects that I plan to challenge and show others how I was able to accomplish my goals. I love to connect with new people, leave your socials down below and I'll give a follow and say hello 😊 Here are my Socials, hopefully you can find yourself there and get well acquainted!  ( 3 min )

Laravel is one of the most popular PHP frameworks, and for good reason—it's elegant, expressive, and comes with many built-in security features. But just because Laravel provides the tools doesn’t mean you’re automatically safe. Whether you're building an MVP or maintaining a large-scale application, security must be a priority. Here are 15 Laravel security best practices every developer should follow in 2025: Always keep Laravel, its dependencies, and PHP up to date. Laravel releases often include security patches and improvements. Laravel's Eloquent ORM and query builder automatically use prepared statements. ✅ Safe: $users = DB::table('users')->where('email', $email)->get(); ❌ Avoid: DB::select("SELECT * FROM users WHERE email = '$email'"); Escape all output using Blade syntax: {{ $us…  ( 4 min )

As a beginner in C++, you might find yourself needing to convert strings to integers, for which you have already encountered functions like atoi and strtol. While atoi is straightforward, it lacks error checking, making strtol a more robust choice due to its ability to handle conversion errors properly. In this article, we will dive deeper into understanding *temp and &temp when using strtol, clarifying how they work and when to use each. Why Use strtol for String to Integer Conversion? The strtol function is preferred for converting strings to long integers because it provides better error handling. It allows you to detect whether the conversion was successful and if the entire string was converted. Here’s a quick overview of how to use strtol: Prototype: long strtol(const char *nptr, cha…  ( 5 min )

SQL queries are an important tool for retrieving data from databases and are widely used in the field of computer science. SQL stands for Structured Query Language, and many tools can be used to run SQL queries, such as PyCharm and Anaconda Spyder. Below are five essential SQL query concepts that everyone should know. Usage: retrieve specific types of data from a table based on filters. SELECT emp_name Note: Filters are always important, as without them, the data can be overwhelming and may include a lot of unnecessary information. Usage: It is widely used for summarizing data and can be combined with aggregate functions. SELECT department, count(*) AS emp_count Note: Aggregation is useful for identifying patterns and uncovering hidden trends in the data. Usage: Joins are used to com…  ( 4 min )

Here is a quick way to avoid nil errors and get better failures in Ruby and Ruby on Rails. Convert hashes with known keys into Structs: data = { a: 1, b: 2, c: 3} ... MyData = Struct.new(:a,:b,:c) data = MyData.new(a: 1, b: 2, c: 3) Structs will throw if you introduce a typo instead of returning nil. This tightens your feedback loops and reduces debugging time. hash[:d] => nil struct[:d] => in 'Struct#[]': no member 'd' in struct (NameError) That is cool. What about in more fluid situations like user input? You can convert arbitrary incoming hashes into known structs quickly with the following: params = {a: 1, b: 2, c: 3, x: 9, z: 0} MyData.new(**params.slice(*MyData.members)) While Structs have much the same interface as hashes, there are some tricky differences. Hash#each is equivalent to Struct#each_pair. Hash#keys is equivalent to Struct#members. There is no equivalent to Hash#fetch.  ( 3 min )

Senator Bill Hagerty, who backed the Senate's version of the legislation, predicted the body will "make history" next week by passing the bill.  ( 26 min )

The purchase will accelerate the development of Solana-based Web3 applications to meet growing enterprise demand, Alchemy said  ( 21 min )

The son of U.S. President Donald Trump spoke at CoinDesk's Consensus conference in Toronto, Canada on Friday.  ( 23 min )

Asset prices across markets largely shrugged off surging Inflation expectations, with crypto prices consolidating sideways.  ( 24 min )

Ethereum insiders pushed back on criticism of the network’s leadership and roadmap, arguing that the ecosystem is built for long-term value.  ( 25 min )

The integration, initially supporting Ethereum and BNB Chain, addresses cross-chain security concerns and aims to expand USD1’s reach, the firms said.  ( 23 min )

Her departure will leave the CFTC with just two commissioners, at least until new chair Brian Quintenz is confirmed by the Senate and sworn in.  ( 24 min )

Tron's blockchain processes over $1 billion in daily transactions despite price consolidation.  ( 22 min )

The real estate tech enterprise turned Solana-focused public company now holds 609,190 SOL tokens worth over $107 million.  ( 23 min )

A meeting was held with Minister of the Interior Bruno Retailleau, Director General of the National Police and Gendarmerie and industry representatives.  ( 23 min )

Sen. Richard Blumenthal had written letters to Trump-affiliated executives, asking about their businesses, and WLFI called some of his assertions inaccurate.  ( 24 min )

In an interview ahead of Consensus 2025 in Toronto, Cook said the fitness app is seeing strong growth in Africa and Southeast Asia.  ( 24 min )

Galaxy Digital shares started trading on Nasdaq today, but the listing will have to jostle for the crypto sphere's attention.  ( 23 min )

The Blade and Foundation screenwriter is turning to blockchain and AI to build a community-driven sci-fi franchise, backed by Web3 startup Story Protocol.  ( 25 min )

Coinsilium raised £1.25 million to help establish the BTC treasury, amid record trading volume.  ( 22 min )

Ethereum (ETH) was also a top performer, gaining 2.9% From Thursday  ( 20 min )

Judge Analisa Torres rejected the proposed $50 million settlement, saying the joint request was filed improperly and lacked required legal justification.  ( 23 min )

The move came after the state investment board doubled its exposure to spot bitcoin ETFs late last year as markets fell.  ( 22 min )

Ether's recent price rally is driven by short covering rather than new bullish bets, CF Benchmarks' Sui Chung said.  ( 23 min )

Coinbase shares dropped 7% after disclosing a cyberattack and a resurfaced SEC probe on old user metrics.  ( 25 min )

Your day-ahead look for May 16, 2025  ( 35 min )

BTC has chalked out a controlled stair-step price rally from $75,000 to $104,000.  ( 23 min )

Most of the individuals were arrested this week in California.  ( 24 min )

Payouts of up to 120% begin May 30 for thousands of creditors, just as U.S. regulators warm to crypto and the industry stages a comeback.  ( 23 min )

Market sentiment remains positive, but signs of exhaustion appear as BTC nears key technical and psychological levels.  ( 24 min )

Tokenization could open new opportunities for retail investors to access traditionally restricted asset classes, according to Johann Kerbrat, senior vice president and general manager of Robinhood Crypto, who called it “very important for financial inclusion.” Speaking at the Consensus 2025 event in Toronto, Kerbrat said that some real-world assets, such as real estate and private equity, are available only to up to 10% of the US population. “You need to be an accredited investor to invest in private equity right now,” he said. “How many people can afford a house or an apartment in New York?” he elaborated. “But you can get a piece of it with fractionalization, through tokenization. And so we think it makes it a lot easier to be exchanged, a lot more accessible for everybody.” Robinhood'…

The Filecoin Foundation and Lockheed Martin Space have successfully transmitted data in space using a version of the InterPlanetary File System (IPFS) on a satellite orbiting Earth, Marta Belcher, president of the Filecoin Foundation, told Cointelegraph.  Filecoin and Lockheed Martin adapted the system for use in space and successfully tested it, Belcher said during the Consensus 2025 conference in Toronto. The IPFS enhances privacy and security compared to traditional web protocols, such as HTTP, by identifying data based on its content rather than its location. This has additional benefits for data transmission in space, Belcher said. “The architecture is well-suited to space because it reduces delays, compensates for data corruption caused by radiation, and enables cryptographic verific…

At least one partner at Sequoia Capital was reportedly impacted by the recent data breach among Coinbase users, suggesting that data from others at the venture capital firm may also have been compromised. According to a May 16 Bloomberg report, Sequoia Capital Managing Partner Roelof Botha’s personal information available through his Coinbase account was stolen after a group of cybercriminals bribed the exchange’s support agents for access to user data. Though Botha had not publicly disclosed his net worth, estimates suggested he had hundreds of millions of dollars in assets. Coinbase disclosed the data breach in a May 15 blog post, saying that some of its users had been targeted with social engineering attacks after the criminals had access to their personal account information. The company said the group attempted to extort $20 million in exchange for not disclosing the breach, which Coinbase rebuffed. Though the extent of the breach was still unknown, another Bloomberg report suggested that the same type of attacks targeted users at Kraken and Binance. Cointelegraph reached out to representatives from both exchanges but had not received any response at the time of publication. This is a developing story, and further information will be added as it becomes available.

Solv Protocol has launched a yield-bearing Bitcoin token on the Avalanche blockchain, giving institutional investors more exposure to yield opportunities backed by real-world assets, or RWAs. On May 16, the protocol unveiled SolvBTC.AVAX, a token that connects Bitcoin (BTC) to real-world assets like US Treasurys and private credit offered by BlackRock and Hamilton Lane.  The new token was developed through a seven-way partnership involving Solv, Avalanche, Balancer, Elixir, Euler, Re7 Labs, and LFJ, the company said.  Solv Protocol founder Ryan Chow said the token is a way to link Bitcoin to “real-world economic cycles” in uncorrelated assets such as US government bonds and private credit, as opposed to BTC’s typical boom-and-bust four-year cycle. The token uses a multi-protocol strategy t…

Key takeaways: The total altcoin market cap (excluding ETH) gained $126 billion in Q2, fueling speculation of an altseason. The altcoin market cap, excluding Ether (ETH), has added $126 billion in Q2, sparking enthusiasm from analysts who have been waiting for an altseason. Crypto analyst Javon Marks noted a breakout that could rival the explosive 2017 bull run.  In a recent post on X, Marks highlighted a chart comparing the TOTAL3 index (total market cap of altcoins excluding Bitcoin (BTC) and Ethereum) against the US money supply, suggesting that altcoins may be on the verge of a significant rally.  A rise in TOTAL3 against the US money supply suggests that altcoins are gaining value relative to the total liquidity in the US economy, reflecting increased investor interest and capital i…

Galaxy Digital shares began trading on the Nasdaq stock exchange May 16, completing a years-long process that CEO Mike Novogratz called unfair and infuriating, CNBC reported. The crypto and infrastructure company, which is also listed in Canada, opened trading at $23.50 in its Nasdaq debut. Trading began on the same day Galaxy disclosed that it is working with the US Securities and Exchange Commission (SEC) to tokenize its shares. According to Bloomberg, the tokens representing Galaxy Digital’s shares could be used in decentralized finance applications, like borrowing or lending. Galaxy is among several crypto companies looking to access the US markets under a friendlier regulatory regime in the country. Companies that are also exploring or working on a US listing include Metaplanet, Circ…

Key takeaways: Bitfinex margin longs fell 18%, despite Bitcoin price rising 24% in 30 days. $6.8 billion in long positions far outweight the current $25 million in shorts. Bitcoin options positioning and spot BTC inflows point to confidence from institutional investors. Bitcoin (BTC) price climbed 23.7% over the past 30 days, yet traders on Bitfinex have cut their leveraged long positions by more than 18,000 BTC during this time. This wave of profit-taking in margin markets has led to speculation that professional traders may not be fully confident in the current $104,000 price level. Bitfinex BTC margin longs, BTC. Source: TradingView / Cointelegraph Bitfinex margin longs dropped from 80,387 BTC to 65,889 BTC between April 16 and May 16. This shift marks a reversal from the strong bul…

Zach Witkoff, one of the co-founders of the Donald Trump family-backed crypto platform World Liberty Financial (WLFI), has rebuffed efforts by US lawmakers to investigate the president’s potential conflicts of interest. In a May 15 letter to Senator Richard Blumenthal, lawyers for World Liberty Financial claimed a call to investigate the crypto platform was based on “fundamentally flawed premises and inaccuracies.” Witkoff did not specifically address any allegations, claiming that WLFI was “too busy building” for oversight. “The Company rejects the false choice between innovation and oversight,” said the letter. “What it opposes is the misuses of regulatory authority and uncertainty to suppress lawful innovation.” May 15 letter to Sen. Blumenthal. Source: Zach Witkoff Blumenthal, the rank…

A federal judge has sentenced Eric Council Jr., one of the individuals responsible for posting a fake message announcing regulatory approval of spot Bitcoin exchange-traded funds, to 14 months in prison. Following a May 16 hearing in the US District Court for the District of Columbia, the Justice Department announced that Council would serve 14 months in prison after pleading guilty to one count of conspiracy to commit aggravated identity theft and access device fraud. He was part of a group that compromised the X account of the US Securities and Exchange Commission (SEC) in January 2024 and said the regulatory body would be approving spot Bitcoin (BTC) ETFs. Prosecutors had requested that the judge impose a two-year sentence, while Council’s lawyers asked for one year and one day. Court filings showed he earned roughly $50,000 through SIM swap attacks like the one that compromised the SEC’s X account — funds likely subject to forfeiture. This is a developing story, and further information will be added as it becomes available.

Christy Goldsmith Romero of the US Commodity Futures Trading Commission (CFTC) will step down on May 31, leaving three seats open at the financial regulator. In a May 16 announcement, Romero said her last day at the agency would be on May 31, ahead of her initial plans to leave if the Senate confirmed former commissioner Brian Quintenz as the new chair. Her departure will come just one day after Commissioner Summer Mersinger is expected to step down to join the crypto advocacy organization the Blockchain Association as CEO. “It has been a tremendous honor to conclude my 23 years of federal service at an agency with such an important mission to ensure that financial markets perform their critical role in the US and global economies,” said Romero. Romero and Mersinger’s upcoming departures would leave the CFTC with only two Senate-confirmed members: acting chair Caroline Pham and Commissioner Kristin Johnson, each taking one Republican and Democratic seat, respectively. The shakeup in leadership gives President Donald Trump the opportunity to pick two more commissioners after the Senate addresses Quintenz’s nomination. This is a developing story, and further information will be added as it becomes available.

Shares of Basel Medical Group are down around 15% after the healthcare company announced plans to buy $1 billion in Bitcoin for its corporate treasury.  On May 16, Singapore-based Basel said it was “in advanced discussions with a consortium of institutional investors and high-net-worth individuals […] to acquire a US$1 billion BTC through an innovative share-swap arrangement. The company said the benefits of its planned purchase include creating “one of the strongest balance sheets among Asia-focused healthcare providers” and providing “unmatched financial flexibility for mergers and acquisitions.” It also said the Bitcoin (BTC) treasury would help Basel “[e]stablish “a diversified asset base to weather market volatility.” But the company’s shareholders weren’t sold. Basel’s stock, BMGL, h…

Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…

Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…

Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …

Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …

News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…

News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…

Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…

Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…

The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…

The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…

Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…

Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…

Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…

Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…

The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…

The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…

As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…

As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…

Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…

Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…

Shares of luxury watchmaker Top Win surged more than 60% in premarket trading after the company said it would adopt a Bitcoin accumulation strategy and had changed its name to AsiaStrategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Ch…

Luxury watchmaker Top Win has rebranded to AsiaStrategy and is adopting a Bitcoin accumulation strategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Chanos takes opposing bets on Bitcoin and Strategy The announcement comes just a day aft…

Today in crypto, a new report from Fireblocks shows 90% of institutional players are using or plan to use stablecoins, with banks prioritizing cross-border payments and speed as key benefits, the US Department of Justice (DOJ) added another 12 people to its list of defendants suspected of being involved in a major US crypto racketeering ring, and Coinbase has fired a group of contracted customer support agents allegedly involved in insider phishing attacks that could cost the company up to $400 million. 90% of institutions “taking action” on stablecoins A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across tradi…

Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…

Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…

Ethereum Merge architect Justin Drake told Cointelegraph that it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and said a successful attack is “virtually certain” when the cost slips to $2 billion. A 51% attack occurs when a si…

Ethereum Merge architect Justin Drake told Cointelegraph that he believes it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and he expects a successful attack to be “virtually certain” when the cost slips to $2 billion. A 51% at…

Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…

Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…

A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…

A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…

Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based; Nu Holdings posted record profits in 2024 and Q1 2025. Buffett’s exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has liquidated its positions in Nubank’s parent firm, Nu Holdings, en…

Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based—Nu Holdings posted record profits in 2024 and Q1 2025. Buffett's exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has completely liquidated its positions in Nubank’s parent firm, Nu Ho…

What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…

What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…

Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…

Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…

Update May 16, 11:24 am UTC: This article has been updated to add comments from Ran Goldi, senior vice president of payments and network at Fireblocks. A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Almost half of the respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests and another 18% are in the planning stage. Only 10% of institutions surveyed said they were undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer d…

A new report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are either using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Nearly half of respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests, and another 18% are in the planning phase.’ Only 10% of institutions surveyed said they are undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer demand accelerates and use cases mature,” Fireblocks wrote in the report.  Current stablecoin adoption among institutional respondents. Source: F…

Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…

Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…

Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents a rally to new all-time highs. Traders are slightly bearish, but historical data suggests a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC’s price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating after t…

Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents rally to new all-time highs. Traders are slightly bearish, but historical data suggests that a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC's price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating afte…

Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…

Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…

Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…

Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…

Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time a…

Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time …

What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…

What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…

Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…

Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…

Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…

Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…

The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…

The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…

Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…

Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…

Another 12 people have been charged for their involvement in a $263 million crypto crime spree that stole 4,100 Bitcoin from a Genesis creditor last August, along with a string of break-ins and money laundering.  The 12 new names, included in a superseding indictment, add to charges originally brought against the main defendant in the case, Malone Lam, on Sept. 19, 2024, the Department of Justice noted in a May 15 statement. Jeandiel Serrano was named a defendant in the initial indictment but was not included in the superseding one. The DOJ said several defendants have been arrested, while two others are believed to be living in Dubai. Many of the suspects, with aliases like “Goth Ferrrari” and “The Accountant,” come from California, mostly aged between 18 and 22.  The group allegedly beg…

Elon Musk’s artificial intelligence firm xAI has blamed an “unauthorized modification” to the Grok chatbot’s response, causing it to generate responses mentioning political and racial tensions in South Africa.  On May 16, xAI provided an update on the Grok AI chatbot’s inflammatory responses, stating that on May 14, “an unauthorized modification was made to the Grok response bot’s prompt on X.” “This change, which directed Grok to provide a specific response on a political topic, violated xAI’s internal policies and core values,” it added. The firm stated that it had conducted a thorough investigation and is implementing measures to enhance the AI chatbot’s transparency and reliability. Grok generated responses on May 14, mentioning a “white genocide” conspiracy theory in South Africa when…

Coinbase stock dipped after news broke of a cyberattack that exposed customer data and an ongoing Securities and Exchange Commission investigation over misstated user numbers in 2021. The double whammy of bad news rattled investors as company stock (COIN) slid 7% in a fall to $244 in after-hours trading on May 15, according to Google Finance.   Coinbase stock 24 hours. Source: Google Finance  Coinbase has since confirmed the report from The New York Times, which stated the SEC has been investigating whether Coinbase misstated its user numbers in past disclosures, an inquiry that began during the Biden administration and has continued under the Trump administration. “This is a hold-over investigation from the prior administration about a metric we stopped reporting two and a half years ago,…

Méliuz’s executive chairman says his fintech firm has become Brazil’s first publicly-traded Bitcoin treasury company following shareholder approval, with the firm also announcing it bought $28.4 million worth of Bitcoin to add to its existing stack. “Historic day! Our shareholders have approved, by a wide majority, the transformation of Méliuz into the first Bitcoin Treasury Company listed in Brazil,” Israel Salmen posted to X on May 15. Salmen said the firm snapped up 274.52 Bitcoin (BTC) for an average purchase price of $103,604, achieving a BTC yield of 600%.  Méliuz now holds 320.3 Bitcoin, worth a little over $33 million, with the latest purchase adding to the Brazilian fintech firm’s first purchase of 45.73 Bitcoin on March 6. Details of Méliuz’s latest Bitcoin purchase. Source: Isra…

Deepfake-assisted hackers are now targeting US federal and state officials by masquerading as senior US officials in the latest brazen phishing campaign to steal sensitive data.  The bad actors have been operating since April, using deepfake voice messages and text messages to masquerade as senior government officials and establish rapport with victims, the FBI said in a May 15 warning.  “If you receive a message claiming to be from a senior US official, do not assume it is authentic,” the agency said.   If US officials’ accounts are compromised, the scam could become far worse because hackers can then “target other government officials, or their associates and contacts, by using the trusted contact information they obtain,” the FBI said.  As part of these scams, the FBI says the hackers a…

US federal prosecutors are pressing ahead with their case against Tornado Cash founder Roman Storm, but will drop a small part of their indictment after the Department of Justice rolled back its crypto enforcement last month. Jay Clayton, the acting US Attorney for Manhattan, told federal court judge Katherine Polk Failla in a May 15 letter that the charges against Storm still stand, bar one part of a conspiracy to operate an unlicensed money transmitting business charge. “After review of this case, this Office and the Office of the Deputy Attorney General have determined that this prosecution is consistent with the letter and spirit of the April 7, 2025 Memorandum from the Deputy Attorney General,” Clayton wrote. Deputy Attorney General Todd Blanche’s April memo said the Justice Departmen…

Ring deployment slashes MTTP and legacy CVE risk. Learn how Ivanti and Southstar Bank are modernizing patch strategy with real-time intel.  ( 9 min )

Ring deployment slashes MTTP and legacy CVE risk. Learn how Ivanti and Southstar Bank are modernizing patch strategy with real-time intel.  ( 9 min )

Starting today it will be available as a research preview for ChatGPT Pro, Enterprise, and Team users, with support later for Plus and Edu.  ( 9 min )

Acer Gadget, a subsidiary of Acer, unveiled AI-powered wearables at the Computex 2025 trade show in Taiwan.  ( 5 min )

With its prompts now public and a team of human babysitters on call, Grok is supposedly back on script. But the incident underscores...  ( 8 min )

Windsurf's new SWE-1 AI models tackle the complete software engineering workflow, potentially reducing development cycles and technical debt.  ( 8 min )

If you have experience in traditional software development, low-code tools may feel a bit sparse at first. But to many people’s surprise, traditional techniques often translate quite well to low-code development. Not always one-for-one – but usually ...  ( 7 min )

Math equations are a critical part of academic papers, research reports, and technical documentation. While LaTeX is widely used for professional typesetting, Google Docs offers a robust set of features for inserting and formatting math equations and...  ( 9 min )

On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews software engineer and live coding streamer Code;Life. For those of you watching the video version of this interview, she lives in Iraq and she uses a 3D avatar to ...  ( 4 min )

Learning a new language can open doors to new cultures, connections, and opportunities, and Spanish is one of the most widely spoken languages in the world. Whether you're dreaming of traveling to Spanish-speaking countries, connecting with Spanish-s...  ( 4 min )

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This baby boy was treated with the first personalized gene-editing drug Doctors say they constructed a bespoke gene-editing treatment in less than seven months and used it to treat a baby with a…  ( 22 min )

A couple of weeks ago I was in Washington, DC, for a gathering of scientists, policymakers, and longevity enthusiasts. They had come together to discuss ways to speed along the development of drugs and other treatments that might extend the human lifespan. One approach that came up was to simply make experimental drugs more easily…  ( 24 min )

A flying car is a dream for many people, and it seems like Slovakian-based Klein Vision, is making that dream come true with the world’s first certified flying car: the AirCar. The four-wheel vehicle with wings is expected to go on sale early next year, with a starting price of US$800,000 (~RM3,419,200). Last week, the final […] The post Klein Vision’s AirCar Prepares For Takeoff In 2026 appeared first on Lowyat.NET.  ( 18 min )

Slightly over a year after its initial PS5 release, Stellar Blade will be making its way to PC. Shift Up announced, via the official PlayStation Blog, that there will also be additional content for the game when the PC version of th game launches, which those on PS5 will also be getting as an update. […] The post Stellar Blade Gets PC Port On 11 June; Comes With Denuvo DRM appeared first on Lowyat.NET.  ( 16 min )

Prasarana Malaysia Bhd is set to significantly expand its fleet of electric buses as part of a broader effort to improve public transportation services and increase its share of daily commuters, according to president and group chief executive Mohd Azharuddin Mat Sah. The announcement comes in response to recent remarks by Deputy Prime Minister Datuk […] The post Prasarana Aims To Expand Electric Bus Fleet To Improve Public Transport Services appeared first on Lowyat.NET.  ( 16 min )

Samsung has opened up the preorder list for its latest 2025 AI TV lineup. Announced last week, the new TVs are powered by the brand’s Vision AI technology. The preorder period started in 13 May and will continue until 1 June this year. In order to entice customer and as an extra added bonus, Samsung […] The post Samsung Opens Up Preorders For Its 2025 Samsung AI TVs appeared first on Lowyat.NET.  ( 15 min )

Xpeng has recently revealed its next-generation P7. This sedan coupé EV is set to replace the company’s current flagship, the P7i. The official images were released by the model’s lead exterior designer, Rafik Ferrag, on his social media platforms. At first glance, people might notice some shades of design from the Polestar 5, especially with […] The post Xpeng Reveals Second-Gen P7 Sedan Coupe EV appeared first on Lowyat.NET.  ( 16 min )

Back in November, iQOO launched the iQOO Neo 10 series, a lineup of mid-range smartphones. At the time, the phones were only released in China, but now the company has confirmed that it is releasing the Neo 10 to the Malaysian market. The model we are getting differs slightly from the Neo 10 released in […] The post iQOO Neo 10 To Debut In Malaysia Soon appeared first on Lowyat.NET.  ( 16 min )

Xiaomi has announced that it is making its own smartphone chip, called the XRING 01. The chip has apparently been in the works for more than ten years, and is set to launch later this month, although no specific date was given. The company’s co-founder and CEO Lei Jun personally made the announcement on his […] The post Xiaomi To Launch Its Own Smartphone Chip Called The XRING 01 appeared first on Lowyat.NET.  ( 16 min )

Five years after Doom Eternal, id Software and Bethesda have finally launched Doom The Dark Ages. Instead of a sequel (for reasons that are explored in the Ancient Gods DLC for Eternal), the entry serves as a prequel, exploring the history of the Slayer on the world of Argent D’Nur, his engagement with The Night […] The post Doom The Dark Ages Review: Going Medieval On Demon Butt appeared first on Lowyat.NET.  ( 27 min )

realme has finally announced the arrival of the 14T in Malaysia, which it states is the final addition to the 14 series.  The fourth member of the 14 family, it is technically the second cheapest model, but it is actually the most affordable option when compared to the 14x with the same 8GB+256GB configuration. The […] The post realme 14T Lands In Malaysia At RM999 appeared first on Lowyat.NET.  ( 15 min )

CarPlay is normally the bridge between a modern vehicle and an iPhone, and Apple has rolled out what it calls the “latest next-generation infotainment system”. It’s simply called CarPlay Ultra which has begun its gradual rollout, with the US and Canada being the first countries to get it. Limiting access even further though is that, […] The post Apple CarPlay Ultra Starts Rollout; Starting With Aston Martin Only appeared first on Lowyat.NET.  ( 16 min )

Sony officially launched the WH-1000XM6 today. The headphones come three years after the launch of the WH-1000XM5 and as you’d expect, it comes loaded with new features and a return to a familiar design. As previously reported, Sony is reverting to the foldable design with the WH-1000XM6, which also marks an emphasis on portability and […] The post Sony Officially Launches The WH-1000XM6 In Malaysia appeared first on Lowyat.NET.  ( 16 min )

With the growing adoption of electric vehicles (EVs) in Malaysia, various agencies are working together to enhance the EV charging ecosystem. The latest collaboration involves Shell Recharge and Proton New Energy Technology (PRO-NET), who have joined forces to simplify EV charging for Malaysian drivers. Through this partnership, PROTON e.MAS and smart EV owners can now […] The post Proton e.Mas, Hello smart Apps Support Shell Recharge Integration appeared first on Lowyat.NET.  ( 16 min )

OPPO has officially launched its new mid-range smartphone lineup, the Reno14. The followup to the Reno13 series, which was introduced just half a year ago, the new series is made up of a vanilla model and a higher-end Pro model, with both devices getting significantly bigger batteries. First up is the Reno13 Pro, which sports […] The post OPPO Reno14 Series Introduced With Dimensity 8450, Larger Batteries appeared first on Lowyat.NET.  ( 16 min )

Huawei is set to unveil its nova 14 series smartphones in China on 19 May 2025, alongside a new MateBook Pro laptop running the recently introduced HarmonyOS PC platform. But those won’t be the only devices on display, as the company has also confirmed the debut of another major product at next week’s event: its […] The post Huawei To Introduce Its First-Ever Foldable Display Laptop appeared first on Lowyat.NET.  ( 15 min )

Qualcomm has officially announced the latest addition to its mid-range 7 series lineup, the Snapdragon 7 Gen 4. Compared to its predecessor, it delivers a better performance in terms of CPU, GPU, and AI capabilities while introducing some new features. The new chipset is powered by a Kryo CPU with a Prime core clocked at […] The post Qualcomm Launches Snapdragon 7 Gen 4 Chipset appeared first on Lowyat.NET.  ( 16 min )

Speaking at a business summit in Doha, US President Donald Trump revealed that he has asked Apple CEO Tim Cook to stop manufacturing in India and focus instead on increasing production within the United States. This request comes amid Apple’s ongoing strategy to diversify its supply chain, which has seen a growing portion of iPhone […] The post Trump Asks Tim Cook To Not Manufacture Apple Products In India appeared first on Lowyat.NET.  ( 16 min )

Huawei has announced the debut of its brand new lineup of wearables made up of the Watch Fit 4 series as well as the Watch 5. This time around, the former gets a Pro model while the latter only gets one model. The Watch Fit 4 lineup both come with 1.82-inch rectangular AMOLED display with […] The post Huawei Watch Fit 4 Series, Watch 5 Coming To Malaysia On 22 May appeared first on Lowyat.NET.  ( 17 min )

There have been plenty of rumours surrounding the foldable iPhone, which is only slated for release next year at its earliest. But when it does happen, Apple may be betting big on it being popular, as a report claims that the company may decide to make it a yearly release. It may also take the […] The post Foldable iPhone May Replace Pro Max In Annual Apple Lineup appeared first on Lowyat.NET.  ( 16 min )

Asus Malaysia if officially launching its new Vivobook S14 and S16 laptops. The laptops are the more affordable variants of the Vivobook series, which we covered earlier in the year. Specs-wise, the Vivobook S14 is available with two CPU variants: one with an intel Core i5-13420, and another with the more modern Intel Core Ultra […] The post Asus Announces New Lightweight Vivobook S14, S16 Laptops appeared first on Lowyat.NET.  ( 16 min )

The State of Wisconsin Investment Board (SWIB), which oversees the state’s retirement funds, unloaded its shares in BlackRock’s iShares Bitcoin Trust ETF (IBIT) during the first quarter, filings show. The Wisconsin Investment Board reported no spot Bitcoin ETF positions in its 13F filing to the US Securities and Exchange Commission on May 15, liquidating all 6,060,351 IBIT shares it reported holding from the previous quarter.  The more than 6 million IBIT shares are worth around $355.6 million at current prices. SWIB was one of the first state investment funds to provide Bitcoin exposure to US retirees when it bought $164 million worth of Bitcoin ETFs in Q1 2024 — the same quarter the Bitcoin products launched. Source: Julian Fahrer The mass sell-off comes only a quarter after SWIB reporte…

Global foreign exchange and payments platforms are lobbying hard against stablecoins, which stand to significantly disrupt their business models, investor Kevin O’Leary said during a keynote address at Consensus 2025. Legacy forex and payments platforms often extract large fees for servicing cross-border cash transfers and stand to lose out on revenue if regulated stablecoins become accepted as a cheaper, faster alternative, O’Leary said at the Toronto conference.  “Currency trading is a multi-trillion dollar market — and it’s old and ugly and inefficient,” O’Leary said, adding that “[ t]he biggest threat to that monopoly or oligopoly is a regulated stablecoin.”  “Once that’s approved, the multi-trillion dollar FX market becomes efficient, transparent, and inexpensive,” he said.  Kevin O’…

Coinbase chief legal officer Paul Grewal addressed some of the concerns raised by US lawmakers and industry leaders around President Donald Trump’s crypto ventures, and how they may affect related legislation. Speaking at the Consensus conference in Toronto on May 15, Grewal said there had been “hiccups” in Congress since the Senate Banking Committee voted to advance the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, in March. Though Grewal said there were disputes over “substantial issues that need to be addressed” in the bill, he hinted that Trump’s involvement in the industry was a “complicating factor.”  “The discussion around the president's support for a certain memecoin or two and other efforts does add a certain level of challenge to the effort to g…

There is an ongoing race across the world for Bitcoin accumulation, according to Eric Trump, the second-eldest son of US President Donald Trump. Speaking at a crypto conference in Toronto on May 15, Trump said that from families to government funds, “everybody in the world is trying to hoard Bitcoin right now.” The remarks came during a panel at Consensus 2025. Sharing the stage with Asher Genoot, the CEO of Bitcoin (BTC) mining company Hut 8, Trump said Bitcoin adoption has been incredible. “I'm traveling. I'm on a plane. Everybody in the world is trying to hoard Bitcoin right now. Everybody. I hear it from sovereign wealth funds. I hear it from the wealthiest families. I hear from the biggest companies.” Asher Genoot and Eric Trump at Consensus 2025. Source: Cointelegraph Trump describ…

Key takeaway: Bitcoin’s struggles to overtake the $105,000 level as US macroeconomic headwinds remain a challenge. Steady inflows from institutional investors and the strength of the $100,000 support point to growing confidence in Bitcoin. Bitcoin (BTC) has struggled to break above $105,000 since May 10, leading traders to question whether the bullish momentum has faded. Although BTC managed to reclaim the $104,000 level, demand for leveraged long positions has dropped sharply, as indicated by the decline in the Bitcoin futures premium.   Bitcoin 2-month futures annualized premium. Source: laevitas.ch On May 14, the annualized Bitcoin futures premium peaked at 7%, but then fell to 5%, which is near the neutral-to-bearish threshold and matches the level seen four weeks ago when BTC tra…

Asset tokenization is set to accelerate the movement of capital across traditional markets, according to Chainlink co-founder Sergey Nazarov. Speaking with Cointelegraph at Consensus 2025 in Toronto, Nazarov said the shift will boost capital velocity in asset classes such as treasuries, equities, private credit, commercial debt, and real estate. "I think that there are two sides to this equation. One is the asset, and the other one is the payment. So, you need more high-quality assets onchain, but you also need more frictionless payments that existing institutions can use easily," Nazarov said on May 14. The remarks came on the same day Chainlink announced a partnership with Kinexys, a blockchain network for institutional-grade tokenized assets by JP Morgan, and digital asset firm Ondo Fi…

Bitdeer Technologies Group reported a 41% year-over-year drop in revenue to $70.1 million for the first quarter of 2025, the Bitcoin miner said on May 15.  The Singaporean company clocked an operating loss of $3.2 million for the quarter, down from a $34.1 million profit during the same period last year, its earnings release said.  However, Bitdeer reported a Q1 net income of more than $400 million, largely driven by gains on convertible notes and warrants issued to stablecoin issuer Tether in 2024. Bitdeer’s revenue declines come as miners increasingly expand beyond Bitcoin (BTC) mining and pivot toward supplying high-performance computing (HPC) for artificial intelligence applications.  “As we scale self-mining and execute on our ASIC [mining hardware] roadmap, we are also advancing plan…

More than two-and-a-half years after filing for bankruptcy, cryptocurrency exchange FTX is moving forward with repaying users who have not had access to their funds. In a May 15 notice, the FTX Recovery Trust announced that it would begin disbursing funds to the second group of parties eligible under the exchange’s reorganization plan. Starting on May 30, FTX will send more than $5 billion to creditors “within 1 to 3 business days” through crypto firms BitGo and Kraken.  In accordance with the reorganization plan, FTX said five groups of “convenience classes” would receive between 54% and 120% distribution of assets. The repayment schedule for the next class of creditors will be “announced in due course,” and the debtors were expected to pay up to $16 billion if all claims were filed. Brea…

Stablecoin regulation is “the next catalyst” for the crypto industry and could lead to unprecedented “appetite from institutional investors,” according to Ash Pampati, head of ecosystem at the Aptos Foundation. In an interview with Cointelegraph at Consensus 2025 in Toronto, Pampati said that “the whole world outside of the United States […] has already jumped onto this [stablecoins],” adding that “the US is [...] at the doorstep.” “I really think about new use cases that can emerge because of the borderless nature of stablecoins, because of the efficiency of the dollar onchain,” he said. “If you're trying to send money to your friend in Nigeria, why do you have to go through a bunch of hoops?” Stablecoins are often used to transfer money across borders, as they are easier and cheaper to …

Key Takeaways: Solana formed a megaphone chart pattern with a potential $210 price target. Solana’s ecosystem growth highlights renewed investor interest with a $4 billion realized cap increase and 731 million transactions. Solana (SOL) price tested its key resistance at $180 earlier this week, but the altcoin failed to establish a position above the level. Over the past few days, SOL has consolidated above the $170 mark, but prices have dropped 5.65% since May 14. Including the recent minor dip, Solana has formed a megaphone pattern on the 4-hour chart, a classic technical setup indicating increasing volatility. Solana 4-hour chart. Source: Cointelegraph/TradingView The chart illustrates that the megaphone’s upper resistance trendline sits near $185, aligning with immediate resistanc…

Key takeaways: Bitcoin's 36% rebound from $74,500 runs into resistance at $106,000. Bid-side liquidity is staking up on the downside near $93,000. Bitcoin (BTC) price has rebounded by 36% from its April 9, five-month low at $74,500. However, its failure to decisively break above $106,000 has sparked concerns about whether a sharp correction is possible in the coming days. BTC/USD daily price chart. Source: Cointelegraph/TradingView Over 97% of Bitcoin’s holders are now in profit Bitcoin’s recent break above $105,000 saw its price rise above the short-term holder realized price as this cohort of traders flipped some of their unrealized losses into profit.  Data from CryptoQuant reveals that less than 2.8% of Bitcoin investors were still in a position of loss when the price hovered around…

The slow adoption of stablecoins in Canada has some local crypto industry observers concerned that the country is falling behind. The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives” in December 2022 after the FTX debacle that shook markets and turned many lawmakers against the crypto industry. Regulating stablecoins as a security has seen few local stablecoin issuers arise, but in the United States and the European Union, softening regulations have seen significant growth in the stablecoin market. This makes Canada, observers say, less competitive with other jurisdictions.  Of particular concern is the perceived gap in peer-to-peer (P2P) payments in Canada, which stablecoins are uniquely qualified to fill.  Stablecoins globally have grown …

Coinbase has reportedly fired a group of customer support agents following their alleged involvement in social engineering attacks on users. The contracted agents were based in India. According to a May 15 Fortune interview, Coinbase's chief security officer, Philip Martin, said the company flagged customer support contractors who allowed scammers access to user data, suggesting they could be Indian nationals. The CSO’s comments came after some crypto users reeled from attempted phishing attacks using their Coinbase data, which the exchange estimated could cost them between $180 million and $400 million in remediation and reimbursement. Qiao Wang, a core contributor to Alliance DAO, said in a May 15 X post that he may have been a victim of one of these attacks. He said a scammer notified him his Coinbase account had been compromised, asked him to verify his personal information, to which the criminals likely had access through the compromised agents, and requested he withdraw all his funds to a “Coinbase self-custodial wallet.” “I called them out at the end of the call telling them they need to step up their game [...],” said Wang on X. “They told me that had made $7m that day.” Cointelegraph reached out to Martin and Coinbase for comments, but had not received responses at the time of publication. This is a developing story, and further information will be added as it becomes available.

Key takeaways: Spot Bitcoin ETF inflows dropped over 90% from $3 billion to $228 million in four weeks. While strong ETF inflows often drive Bitcoin rallies, recent data shows price movements can occur independently. Despite short-term selling pressure, long-term BTC whale buying suggests a potential continuation of the BTC uptrend. The Bitcoin (BTC) market posted a 90+% drop in spot BTC exchange-traded fund (ETF) inflows, falling from $3 billion in the last week of April to just $228 million this week. Historically, a slowdown in ETF inflows has impacted BTC price, notably when daily inflows averaged over $1.5 billion for consecutive weeks. To understand the potential impact on Bitcoin, let’s examine four key periods of significant spot ETF activity and their correlation with BTC pri…

Opinion by: Jennifer Dodgson, co-founder of KIP Protocol and Eigenform AI The puppet show is ending. The Brookings Institution found that generative artificial intelligence may disrupt at least 50% of tasks performed by more than 30% of all workers. The same study also estimates that genAI may affect at least 10% of tasks performed by approximately 85% of the human workforce. The TL;DR from these stats? AI’s effects are likely to be both broad and deep. If AI doesn’t already scare you, self-learning AI agents that autonomously achieve goals may fix that. Forget your sanitized ChatGPT conversations and bland AI assistants. Superior agents are AI that autonomously achieve human-set objectives by any means necessary. While OpenAI’s valuation of $300 billion benefits the few rather than the ma…

Understanding the 10-year Treasury yield: Definition and importance The 10-year Treasury yield is the interest rate that the US government pays to borrow money for 10 years. When the government needs cash, it issues bonds called Treasury notes, and the 10-year note is one of the most watched. The “yield” is the annual return you’d get if you bought that bond and held it until it matures. It’s expressed as a percentage, like 4% or 5%. Think of it as the government saying, “Hey, lend me $1,000, and I’ll pay you back in 10 years with some interest.” That interest rate and the yield move up or down based on demand for the bonds, inflation expectations and the overall economy. Because US Treasurys are considered safe (the government isn’t likely to def…

Wintermute, a London-based algorithmic crypto trading and market-making firm, has opened an office in New York as part of its expansion into the US. Wintermute announced the opening of its New York office on May 15, citing improved regulatory conditions in the world’s largest economy. “As the US takes a friendlier stance on digital assets and institutional adoption accelerates, we moved quickly to establish roots in New York City,” the company wrote in a May 15 X post, adding that the local presence will help them in “contributing to the future regulatory framework.” Source: Wintermute “We’re eager to continue our growth and play an integral role in the U.S. market,” according to Evgeny Gaevoy, CEO of Wintermute. “As a neutral player with deep expertise in all areas of digital assets, we b…

A lag in Tether’s wallet blacklisting process allowed over $78 million in illicit funds to be moved before enforcement actions took effect, according to a new report from blockchain compliance company AMLBot. Tether’s address blacklisting becomes effective only after a considerable delay from when the process is initiated on Ethereum and Tron, according the report published May 15. “This delay originates from Tether’s multisignature contract setup on both Tron and Ethereum, transforming what should be an immediate compliance action into a window of opportunity for illicit actors,“ the report reads. Tether’s blacklisting procedure is a multi-step process with a first transaction effectively warning of the upcoming blacklisting. First, a Tether administrator multisignature transaction subm…

After the 2024 halving, Bitcoin mining entered its fifth epoch and block rewards were reduced from 6.25 BTC to 3.125 BTC. This forced miners to rethink their operations, optimize efficiency, cut energy costs and upgrade hardware to remain profitable. Cointelegraph Research, with insights from industry experts at Uminers, examines this transformation in its latest report. The analysis covers ASIC efficiency improvements, corporate performance, geographical expansion and new revenue models. As miners adapt, Bitcoin moves into a new era where institutional momentum and sovereign adoption could redefine its role in the global financial system. Download the full report to uncover how miners are navigating this shift and what the future holds for Bitcoin’s mining industry. The mining industry’s …

Stablecoin issuer Tether minted another 1 billion USDt tokens on Tron, pushing the network’s authorized USDT supply to surpass Ethereum’s. On May 15, blockchain data showed that Tether’s treasury minted $1 billion of its dollar-pegged stablecoin, USDt (USDT), into the Tron network.  As of May 14, Tether’s stablecoin transparency page shows that Tron’s authorized USDT totals $73.7 billion, while Ethereum has $74.5 billion in authorized USDT tokens. If the newly minted tokens are added to the number of authorized USDT assets, Tron’s supply surpasses Ethereum’s.  In terms of circulating supply, Tron also has the lead with $73.6 billion USDT on the network, while Ethereum only has $71.8 billion.  Source: PeckShieldAlert Tether’s USDT mints replenish the company’s token inventory Tether CEO Pao…

As more and more businesses are impacted by tariff volatility, some executives, like Ridhima Kahn, vice president of business development at Dapper Labs, are viewing the assault on the cost of physical goods as another use case for digital markets powered by blockchain to shine. “I’m seeing a lot of brands rethinking where revenue and fan engagement come from,” Kahn said during an exclusive interview with Cointelegraph. “A lot of franchises, like the ones we work with — NBA, NFL, Disney — have already had years of success with digital collection, and we’re seeing a lot of brands express interest in digital collectibles as a way to engage with fan bases at a time when physical costs are riskier and unknown.” Propelling brands to take a deeper look at digital merch is the desire to better un…

Bitcoin’s (BTC) next evolution isn’t just about price. It’s about potential.  On this week’s episode of The Clear Crypto Podcast, hosts Nathan Jeffay and Gareth Jenkinson sit down with Isabel Foxen Duke, general partner at Unbroken Chain and longtime Bitcoin advocate, to unpack what she calls “Bitcoin Season 2.” Bitcoin beyond money “Bitcoin Season 2 is really about seeing what we can do with Bitcoin outside of just being money,” said Duke. “What are the broad range of financial use cases for [Bitcoin] other than just being money by itself?” New developments like ordinals, runes, and decentralized financial (DeFi) tools are pushing Bitcoin beyond its traditional identity as a digital store of value. One key innovation under discussion is trustless lending — allowing users to borrow agai…

Key takeaways: Bitcoin’s price is retracing, but strong ETF inflows, high network activity and whale accumulation suggest BTC is on track to $140,000. Spot Bitcoin ETFs saw $2.9 billion in net inflows in two weeks, mirroring past rallies. Declining exchange balances and a rising transaction volume Z-score suggest increasing overall demand. Bitcoin (BTC) price was down 1.4% over the last 24 hours. It traded 6% below its all-time high of $109,000, reached on Jan. 20. Nevertheless, several fundamental, onchain and technical metrics suggest that Bitcoin’s upside is not over. Spot Bitcoin ETF inflows mirror past BTC rallies Bitcoin’s latest recovery was accompanied by strong investor appetite for spot Bitcoin exchange-traded funds (ETFs), which recorded $2.9 billion in net inflows over the …

A Bahrain-based, listed catering company with a $24.2 million market cap has adopted a Bitcoin treasury strategy in partnership with investment firm 10X Capital. According to a May 15 announcement, AlAbraaj Restaurants Group partnered with 10X Capital to adopt a Bitcoin (BTC) treasury strategy similar to top corporate BTC holder Strategy (previously known as MicroStrategy). The firm also aims to explore Sharia-compliant access to Bitcoin for the Islamic world. “Our initiative to become a Bitcoin treasury company reflects our forward-looking approach and our commitment to enhancing shareholder value,” said Abdullah Isa, head of AlAbraaj’s Bitcoin Treasury Committee. Isa added that the company believes “Bitcoin will play a central role in the future of finance.” He cited Strategy’s legacy as…

Key points: US treasuries and foreign capital “repatriation” make a recipe for $1 million BTC, says Arthur Hayes. Europeans face tightening capital controls, inviting a recommendation to take back control of personal funds. Seven-figure BTC price targets are already gaining traction. Bitcoin (BTC) will shoot to $1 million in just three years thanks to global macroeconomic shifts, Arthur Hayes forecasts. In his latest blog post released on May 15, the former CEO of crypto exchange BitMEX doubled down on his sky-high BTC price prediction. Hayes: $1 million Bitcoin due “between now and 2028” Bitcoin has two giant tailwinds that will help propel it to seven digits in just a few years. For Hayes, shifting capital controls worldwide, as well as US treasury “devaluation,” mean that Bitcoin wi…

Prominent short-seller Jim Chanos, once a vocal critic of Bitcoin and cryptocurrencies, revealed a new trading play that involves shorting shares of Strategy (formerly MicroStrategy) and buying Bitcoin. At the Sohn Investment Conference in New York, Chanos told CNBC he’s “selling MicroStrategy stock and buying Bitcoin.” The investor described the move as buying something for $1 and selling something for $2.50, referring to what he sees as a significant price mismatch. Chanos argued that Strategy is selling the idea of buying Bitcoin (BTC) in a corporate structure, and that other companies are following suit in hopes of receiving a similar market premium. Chanos said this was “ridiculous.” He described his trade as “a good barometer of not only just the arbitrage itself, but I think of reta…

Cryptocurrencies and stablecoins are gaining recognition in the traditional finance (TradFi) space for their ability to streamline payments and increase efficiency in existing financial systems In finance, collateral management refers to the process of managing the underlying collateral securing other financial transactions, such as loans or derivatives, to mitigate credit risks and ensure smooth transactions. Digital assets like stablecoins are the “perfect” financial instrument for real-time collateral management, according to a recent pilot by DTCC Digital Assets, which suggests that digital assets, particularly stablecoins, could modernize and simplify this critical function. “Digital assets really are the perfect use case for collateral management, whether it be uncleared derivatives,…

Coinbase, the world’s third-largest cryptocurrency exchange, was hit by a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data, the company said. According to a May 15 blog post, Coinbase said a group of external actors bribed and coordinated with several customer support contractors to access internal systems and steal limited user account data. “These insiders abused their access to customer support systems to steal the account data for a small subset of customers,” Coinbase said, adding that no passwords, private keys, funds or Coinbase Prime accounts were affected. Less than 1% of Coinbase’s monthly transacting users’ data was affected by the attack, the company said. Source: Coinbase After stealing the data, the attackers attempted to …

Key takeaways: XRP forms a double top and rising wedge, signaling short-term downside risk toward $1.94. NUPL indicates traders are in denial, resembling past pre-crash phases. Long-term charts still point to bullish targets between $3.69 and $17. XRP (XRP) has rebounded by more than 50% in a month after forming a local low at $1.80. Improving risk appetite and prospects of an “altseason” have boosted its price. Could XRP rally further from current levels or risk a pullback in the coming days? Let’s examine. XRP “double top” pattern hints at sell-off XRP formed a double top near $2.65, signaling a possible trend reversal. The pattern includes two clear peaks and a neckline around $2.47. After the second peak, XRP dropped below the neckline, confirming the bearish setup. XRP/USD four-…

Mobile-first blockchain Pi Network has launched a $100 million fund to invest in initiatives built on its infrastructure. According to a May 14 announcement, the Pi Foundation is launching Pi Network Ventures with an initial investment of $100 million in Pi (PI) tokens and US dollars. The fund will invest in startups and businesses building on Pi Network or contributing to its broader ecosystem. “This strategic program intends to invest in high-quality startups and companies across sectors, driving innovation and ecosystem growth,” Pi Network said in an X post. Source: Pi Network The Pi Foundation, the organization behind Pi Network, is described as an “ownerless” entity focused on supporting long-term ecosystem development. The foundation said the new venture fund will draw from the 10% o…

Private credit marketplace Pareto has introduced a new synthetic dollar aimed at linking institutional investors with decentralized finance (DeFi) opportunities — a move that highlights the expanding role of stablecoins in global finance. The newly launched USP synthetic dollar is fully backed by real-world private credit, Pareto told Cointelegraph on May 15. To mint USP, users must deposit stablecoins such as USDC (USDC) and USDt (USDT), which are then held as collateral. “USP is backed 1:1 by the stablecoins used during the minting process,” Pareto co-founder Matteo Pandolfi told Cointelegraph in a written statement. The deposited funds are placed into Pareto’s credit vaults and lent to what the company describes as “vetted institutional borrowers,” generating yields for participants. To…

Ukraine is reportedly moving closer to adopting Bitcoin as a national reserve asset, a move that could bolster its financial resilience amid the ongoing war with Russia. Lawmakers are reportedly working on a Bitcoin (BTC) national reserve proposal, with a draft bill in its final stages, according to Yaroslav Zhelezniak, a member of parliament who confirmed the plan to local media outlet Incrypted. The proposal was announced during the CRYPTO 2025 conference in Kyiv on Feb. 6. “We will soon submit a draft law from the industry allowing the creation of crypto reserves,” Zhelezniak said. Cointelegraph reached out to Zhelezniak for comment on the bill’s status but had not received a response by publication. Related: Bitcoin treasury firms driving $200T hyperbitcoinization — Adam Back Bitcoin…

What is HTTP 402, and why does it matter? The web was not really built with payments in mind, especially not for autonomous agents or machines. But with the rise of AI and decentralized finance (DeFi), the need for seamless, native digital payments has never been more urgent.  Coinbase x402 announced a new open protocol designed to let APIs, apps and AI agents pay instantly using stablecoins like USDC (USDC), all via the familiar HTTP protocol. This isn’t just a product update. X402 revives a long-forgotten piece of internet infrastructure and reimagines it for a future powered by agentic systems and crypto. HTTP status codes: A quick refresher Understanding HTTP status codes helps clarify how the web communicates behind the scenes. Here are some k…

Publicly traded company BTCS announced a $57.8 million financing agreement led by investment firm ATW Partners to purchase Ether as it expands its blockchain infrastructure strategy.  The Rockville, Maryland-based company announced the deal on May 14, saying that the move will allow it to expand validator node operations and build recurring revenue from Ether (ETH) staking. BTCS CEO Charles Allen said the move follows Strategy’s (formerly MicroStrategy) high-profile Bitcoin (BTC) accumulation blueprint and will leverage Ethereum for long-term growth.  “We are executing a disciplined strategy to increase our Ethereum exposure and drive recurring revenue through staking and our block building operations,” Allen said. Source: BTCS BTCS issues initial $7.8 million convertible notes As part of …

Opinion by: Yat Siu, executive chairman and co-founder, Animoca Brands A discussion on digital property rights, copyright, intellectual property, the open metaverse, AI and value without physical form. When I attend conferences and similar public events, someone almost always approaches me to ask how cryptographic tokens (fungible or non-fungible) can have value even though tokens are virtual and do not exist in the physical world. It's a surprisingly common question, especially one-on-one. Virtual objects like NFTs and cryptocurrencies are both digital and intangible; their existence is not based in the real (physical) world, and (unlike digital currencies) they generally do not have backing by real-world institutions.  The ability to have value (specifically, monetary worth) is crucially…

Key points: Bitcoin has a fight for both $100,000 and a $2 trillion market cap on its hands this month. Dips below six figures are “easily possible,” analyst Filbfilb says, but the odds are stacked in bulls’ favor. ETH/BTC needs to hit the 0.03 inflection point as part of an altcoin comeback. Bitcoin (BTC) is poised for expansion with BTC price action rarely more “bullish-looking,” a popular analyst says. In his latest commentary on X, popular market analyst Filbfilb revealed a key support battle now underway on BTC/USD. Filbfilb on $100,000 battle: “This time is no different” Bitcoin has begun to consolidate after making rapid gains this month, with the area just north of $100,000 seeing “choppy” BTC price moves. For Filbfilb, however, current market behavior is about more than simply…

Key takeaways: Ether’s price fell over 4% to $2,575 on May 15, mirroring similar downward moves across the wider cryptocurrency market. Long liquidations and a drop in open interest facilitated ETH’s drop. “Overbought” RSI and technical resistance signal profit-taking. Ether (ETH) price declined by over 4% in the last 24 hours to around $2,575 on May 15. ETH’s drop mirrored similar downside moves elsewhere in the cryptocurrency market, with the total capitalization falling by approximately 2.40% to $3.3 trillion. ETH/USD four-hour chart. Source: Cointelegraph/TradingView Let’s look at some of the factors driving Ether’s price down today. ETH price down as long liquidated, and OI falls Ether’s open interest (OI) has decreased by 4.5% to $31.52 billion over the last 24 hours, according …

Several investors of a non-fungible token (NFT) project, Hashling NFT, have accused its founder of misappropriating millions of dollars in profits from the project and a closely tied Bitcoin mining operation. According to the May 14 court filing in Illinois, the plaintiffs allege that their former business partner, Jonathan Mills, lied about transferring assets from Hashling NFT and at least $3 million from the Bitcoin mining project to a holding company — Satoshi Labs LLC (formerly known as Proof of Work Labs LLC), which Mills is the founder and CEO of. The plaintiffs have sued Mills for fraud and breach of fiduciary duty, claiming that they have not received any of the equity returns that he supposedly promised.  They also claim to have raised a combined $1.46 million from two NFT drops …

A Singapore High Court has ruled in favor of Sonic Labs’ motion to force the Multichain Foundation to wind up in an effort to recover funds stolen during a 2023 hack. In the May 9 judgment in the Singapore Supreme Court, Justice Kwek Mean Luck granted a request from Sonic Labs, formerly the Fantom Foundation, to declare Multichain bankrupt and appoint liquidators from global audit, tax and advisory service KPMG. Sonic Labs CEO Michael Kong said in a May 14 statement to X that the team behind the layer 1 Sonic blockchain felt it had no choice but to file a lawsuit to forcibly wind up Multichain because its former employees were being “completely uncooperative” and “hid from victims.” “Going forward, the liquidators can now start working with other parties to initiate the process of trying t…

The US Senate could pass a key bipartisan stablecoin bill as soon as next week after removing language targeting President Donald Trump and his family’s sprawling crypto interests. Republican Senator Cynthia Lummis said onstage at an event by Coinbase’s lobbying arm, Stand With Crypto, that she thinks it's a “fair target” to have the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, passed by May 26 — Memorial Day in the US. Joining her onstage was Democratic Senator Kirsten Gillibrand, who hinted that the bill’s language was changed to scrap provisions that targeted Trump’s various crypto projects, which include memecoins, a crypto platform, a stablecoin and a crypto mining company that plans to go public, among others. “When this language comes out, peop…

A major Chinese darknet marketplace suspected of facilitating crypto scams and cybercrime has been shut down by the Telegram messaging service, upon which it operated. The internet’s largest illicit marketplace, Haowang Guarantee, formerly Huione Guarantee, said it will shut down following Telegram’s ban of thousands of associated accounts on May 13.  “Since all our NFTs, channels and groups were blocked by Telegram on May 13, 2025, Haowang Guarantee will cease operations from now on,” read the notice on the marketplace website. A report from Wired said that this involved banning thousands of accounts and usernames that served as the infrastructure for the crypto crime marketplace and its vendors. Telegram spokesperson Remi Vaughn told the outlet, “communities previously reported to us by …

Some criminal organizations are yet to receive the memo — crypto is traceable — and could explain the recent string of crypto-related kidnappings, says Chainalysis CEO Jonathan Levin.  Law enforcement has been increasingly successful at tracing stolen funds and crypto ransom payments, resulting in a “lot of arrests,” Levin said during the 2025 Consensus crypto conference, covered by Cointelegraph. “For whatever reason, there is a perception that’s out there that crypto is an asset that is untraceable, and that really lends itself to criminals acting in a certain way,” he said.  “Apparently, the know that crypto is not untraceable hasn't been received by some of the organized crime groups that are actually perpetrating these attacks, and some of them are concentrated in, you know, France, b…

Coinbase CEO Brian Armstrong says his firm will continue to look for merger and acquisition opportunities after acquiring crypto derivatives platform Deribit. “We are always looking at M&A opportunities,” said Armstrong on Bloomberg Television on May 14. He added that the firm has a large balance sheet that can be put to use. The firm revealed in its latest revenue report that its balance sheet has strengthened, ending the first quarter with $9.9 billion in US dollar resources. “Part of the benefit of being a public company is, you have a liquid currency to do that,” he said, adding: “We are looking at acquisition opportunities; doesn’t mean we swing at every pitch. We want it to be the right opportunity.” On May 8, the firm announced that it agreed to acquire crypto options trading platfo…

European law enforcement in January arrested 17 suspects of a “mafia crypto bank” who are said to have laundered over 21 million euros ($23.5 million) in crypto for criminal entities in China and the Middle East. The money laundering services were allegedly carried out on behalf of other criminal networks engaged in migrant smuggling and drug trafficking, Europol said in a May 14 statement. Spanish authorities said the criminal organization ran a secret informal money transfer system called hawala and was often compensated in crypto. A total of 17 individuals were arrested — 15 in Spain, one in Austria and one in Belgium — while 4.5 million euros ($5 million) worth of items were seized, including cash, crypto, 18 vehicles, four shotguns and several electronic devices. Of the 4.5 million e…

US Democrat lawmakers have sent a letter to the US Treasury demanding access to suspicious activity reports (SARs) on several Trump-backed crypto projects as part of the latest probe into the president’s digital ventures.  Penned by representatives Gerald Connolly, Joseph Morelle, and Jamie Raskin, the May 14 letter asks Treasury Secretary Scott Bessent for all SARS filed since 2023 related to World Liberty Financial (WLF) and the Official Trump (TRUMP) token.  Financial institutions in the US must file SARs with the Financial Crimes Enforcement Network, a bureau within the Department of the Treasury, when they detect suspicious activity, including potential money laundering or fraud.  Source: Oversight Committee Democrats The sweeping probe asks for any SARs mentioning WinRed, America PAC…

Update (May 15, 2:12 am UTC): This article has been updated to add a comment from eToro Australia’s Robert Francis. Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to …

Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to $620 million after pricing its shares above its previously suggested range of between $46 to $50 each.  Initially, t…

Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…

Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…

Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…

Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…

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